[
  {
    "id": "WOK-S-101",
    "slug": "wok-s-101",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Faire Arbeit & Einkommen",
    "item": "Faire Arbeit & Einkommen – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-101",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-102",
    "slug": "wok-s-102",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Faire Arbeit & Einkommen",
    "item": "Faire Arbeit & Einkommen – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-102",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-103",
    "slug": "wok-s-103",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Faire Arbeit & Einkommen",
    "item": "Faire Arbeit & Einkommen – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-103",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-104",
    "slug": "wok-s-104",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.3",
    "indicator_family": "Sozialschutz & Benefits",
    "item": "Sozialschutz & Benefits – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-104",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-105",
    "slug": "wok-s-105",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.3",
    "indicator_family": "Sozialschutz & Benefits",
    "item": "Sozialschutz & Benefits – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-105",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-106",
    "slug": "wok-s-106",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.3",
    "indicator_family": "Sozialschutz & Benefits",
    "item": "Sozialschutz & Benefits – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-106",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-101",
    "slug": "wok-sc-101",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Living‑Wage in Lieferkette",
    "item": "Living‑Wage in Lieferkette – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-101",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-102",
    "slug": "wok-sc-102",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Living‑Wage in Lieferkette",
    "item": "Living‑Wage in Lieferkette – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-102",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-103",
    "slug": "wok-sc-103",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Living‑Wage in Lieferkette",
    "item": "Living‑Wage in Lieferkette – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-103",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-101",
    "slug": "wok-g-101",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.b",
    "indicator_family": "Pay Ratio & Fairness",
    "item": "Pay Ratio & Fairness – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-101",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-102",
    "slug": "wok-g-102",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.b",
    "indicator_family": "Pay Ratio & Fairness",
    "item": "Pay Ratio & Fairness – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-102",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-103",
    "slug": "wok-g-103",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.b",
    "indicator_family": "Pay Ratio & Fairness",
    "item": "Pay Ratio & Fairness – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-103",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-107",
    "slug": "wok-s-107",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.b",
    "indicator_family": "Lokale Beschaffung benachteiligte Gruppen",
    "item": "Lokale Beschaffung benachteiligte Gruppen – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2; GRI 308/414/408/409",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-107",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-108",
    "slug": "wok-s-108",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.b",
    "indicator_family": "Lokale Beschaffung benachteiligte Gruppen",
    "item": "Lokale Beschaffung benachteiligte Gruppen – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-108",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-109",
    "slug": "wok-s-109",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.b",
    "indicator_family": "Lokale Beschaffung benachteiligte Gruppen",
    "item": "Lokale Beschaffung benachteiligte Gruppen – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-109",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-101",
    "slug": "wok-sys-101",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.a",
    "indicator_family": "Gemeinwohl‑Investitionen (Armut)",
    "item": "Gemeinwohl‑Investitionen (Armut) – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-101",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-102",
    "slug": "wok-sys-102",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.a",
    "indicator_family": "Gemeinwohl‑Investitionen (Armut)",
    "item": "Gemeinwohl‑Investitionen (Armut) – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-102",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-103",
    "slug": "wok-sys-103",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.a",
    "indicator_family": "Gemeinwohl‑Investitionen (Armut)",
    "item": "Gemeinwohl‑Investitionen (Armut) – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-103",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-110",
    "slug": "wok-s-110",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Unterbeschäftigung & Prekarität",
    "item": "Unterbeschäftigung & Prekarität – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-110",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-111",
    "slug": "wok-s-111",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Unterbeschäftigung & Prekarität",
    "item": "Unterbeschäftigung & Prekarität – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-111",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-112",
    "slug": "wok-s-112",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Unterbeschäftigung & Prekarität",
    "item": "Unterbeschäftigung & Prekarität – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-112",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-104",
    "slug": "wok-g-104",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.a",
    "indicator_family": "Steuertransparenz für Sozialstaat",
    "item": "Steuertransparenz für Sozialstaat – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-104",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-105",
    "slug": "wok-g-105",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.a",
    "indicator_family": "Steuertransparenz für Sozialstaat",
    "item": "Steuertransparenz für Sozialstaat – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-105",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-106",
    "slug": "wok-g-106",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.a",
    "indicator_family": "Steuertransparenz für Sozialstaat",
    "item": "Steuertransparenz für Sozialstaat – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-106",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-113",
    "slug": "wok-s-113",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Existenzsichernde Teilzeit/Minijobs",
    "item": "Existenzsichernde Teilzeit/Minijobs – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-113",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-114",
    "slug": "wok-s-114",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Existenzsichernde Teilzeit/Minijobs",
    "item": "Existenzsichernde Teilzeit/Minijobs – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-114",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-115",
    "slug": "wok-s-115",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 1 – Keine Armut",
    "target": "1.2",
    "indicator_family": "Existenzsichernde Teilzeit/Minijobs",
    "item": "Existenzsichernde Teilzeit/Minijobs – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-115",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-101",
    "slug": "wok-e-101",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Nährstoffmanagement (N‑Überschuss)",
    "item": "Nährstoffmanagement (N‑Überschuss) – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-101",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-102",
    "slug": "wok-e-102",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Nährstoffmanagement (N‑Überschuss)",
    "item": "Nährstoffmanagement (N‑Überschuss) – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-102",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-103",
    "slug": "wok-e-103",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Nährstoffmanagement (N‑Überschuss)",
    "item": "Nährstoffmanagement (N‑Überschuss) – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-103",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-104",
    "slug": "wok-e-104",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Pestizideinsatz",
    "item": "Pestizideinsatz – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-104",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-105",
    "slug": "wok-e-105",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Pestizideinsatz",
    "item": "Pestizideinsatz – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Recyclingquote = stofflich verwertete Menge / Gesamtabfall.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-105",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-106",
    "slug": "wok-e-106",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Pestizideinsatz",
    "item": "Pestizideinsatz – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Gefährlicher Abfall‑Intensität = Gefährlicher Abfall / Output bzw. Umsatz.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-106",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-107",
    "slug": "wok-e-107",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Wasserentnahme (WSI)",
    "item": "Wasserentnahme (WSI) – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-107",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-108",
    "slug": "wok-e-108",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Wasserentnahme (WSI)",
    "item": "Wasserentnahme (WSI) – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-108",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-109",
    "slug": "wok-e-109",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Wasserentnahme (WSI)",
    "item": "Wasserentnahme (WSI) – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-109",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-104",
    "slug": "wok-sc-104",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.3",
    "indicator_family": "Kleinbauern‑Integration",
    "item": "Kleinbauern‑Integration – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2; GRI 308/414/408/409",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-104",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-105",
    "slug": "wok-sc-105",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.3",
    "indicator_family": "Kleinbauern‑Integration",
    "item": "Kleinbauern‑Integration – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-105",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-106",
    "slug": "wok-sc-106",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.3",
    "indicator_family": "Kleinbauern‑Integration",
    "item": "Kleinbauern‑Integration – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-106",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-101",
    "slug": "wok-p-101",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Produkt‑PCF Agrar",
    "item": "Produkt‑PCF Agrar – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-101",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-102",
    "slug": "wok-p-102",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Produkt‑PCF Agrar",
    "item": "Produkt‑PCF Agrar – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-102",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-103",
    "slug": "wok-p-103",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Produkt‑PCF Agrar",
    "item": "Produkt‑PCF Agrar – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-103",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-110",
    "slug": "wok-e-110",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Boden‑Organik/Fruchtbarkeit",
    "item": "Boden‑Organik/Fruchtbarkeit – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-110",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-111",
    "slug": "wok-e-111",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Boden‑Organik/Fruchtbarkeit",
    "item": "Boden‑Organik/Fruchtbarkeit – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-111",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-112",
    "slug": "wok-e-112",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.4",
    "indicator_family": "Boden‑Organik/Fruchtbarkeit",
    "item": "Boden‑Organik/Fruchtbarkeit – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-112",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-116",
    "slug": "wok-s-116",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.3",
    "indicator_family": "Saisonarbeits‑Standards",
    "item": "Saisonarbeits‑Standards – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-116",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-117",
    "slug": "wok-s-117",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.3",
    "indicator_family": "Saisonarbeits‑Standards",
    "item": "Saisonarbeits‑Standards – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-117",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-118",
    "slug": "wok-s-118",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.3",
    "indicator_family": "Saisonarbeits‑Standards",
    "item": "Saisonarbeits‑Standards – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-118",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-107",
    "slug": "wok-g-107",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.1",
    "indicator_family": "Lebensmittelsicherheit & Rückrufe",
    "item": "Lebensmittelsicherheit & Rückrufe – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-107",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-108",
    "slug": "wok-g-108",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.1",
    "indicator_family": "Lebensmittelsicherheit & Rückrufe",
    "item": "Lebensmittelsicherheit & Rückrufe – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-108",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-109",
    "slug": "wok-g-109",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.1",
    "indicator_family": "Lebensmittelsicherheit & Rückrufe",
    "item": "Lebensmittelsicherheit & Rückrufe – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-109",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-113",
    "slug": "wok-e-113",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.1",
    "indicator_family": "Food Waste entlang Kette",
    "item": "Food Waste entlang Kette – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-113",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-114",
    "slug": "wok-e-114",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.1",
    "indicator_family": "Food Waste entlang Kette",
    "item": "Food Waste entlang Kette – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Recyclingquote = stofflich verwertete Menge / Gesamtabfall.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-114",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-115",
    "slug": "wok-e-115",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 2 – Kein Hunger",
    "target": "2.1",
    "indicator_family": "Food Waste entlang Kette",
    "item": "Food Waste entlang Kette – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Gefährlicher Abfall‑Intensität = Gefährlicher Abfall / Output bzw. Umsatz.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "A01 Landwirtschaft",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-115",
      "NACE2": "A01",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-116",
    "slug": "wok-e-116",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Lokalemissionen NOx/PM/SOx",
    "item": "Lokalemissionen NOx/PM/SOx – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-116",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-117",
    "slug": "wok-e-117",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Lokalemissionen NOx/PM/SOx",
    "item": "Lokalemissionen NOx/PM/SOx – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-117",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-118",
    "slug": "wok-e-118",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Lokalemissionen NOx/PM/SOx",
    "item": "Lokalemissionen NOx/PM/SOx – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-118",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-119",
    "slug": "wok-s-119",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.8",
    "indicator_family": "Arbeits- & Gesundheitsschutz",
    "item": "Arbeits- & Gesundheitsschutz – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-119",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-120",
    "slug": "wok-s-120",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.8",
    "indicator_family": "Arbeits- & Gesundheitsschutz",
    "item": "Arbeits- & Gesundheitsschutz – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-120",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-121",
    "slug": "wok-s-121",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.8",
    "indicator_family": "Arbeits- & Gesundheitsschutz",
    "item": "Arbeits- & Gesundheitsschutz – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-121",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-104",
    "slug": "wok-p-104",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Produktsicherheit & Rückrufe",
    "item": "Produktsicherheit & Rückrufe – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-P-104",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-105",
    "slug": "wok-p-105",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Produktsicherheit & Rückrufe",
    "item": "Produktsicherheit & Rückrufe – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-P-105",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-106",
    "slug": "wok-p-106",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Produktsicherheit & Rückrufe",
    "item": "Produktsicherheit & Rückrufe – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-P-106",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-110",
    "slug": "wok-g-110",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.d",
    "indicator_family": "Datenschutz (Gesundheitsdaten)",
    "item": "Datenschutz (Gesundheitsdaten) – Datenschutzvorfälle",
    "definition": "Fälle pro 1 Mio Kunden",
    "unit": "Fälle/Mio",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-110",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/Mio",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-111",
    "slug": "wok-g-111",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.d",
    "indicator_family": "Datenschutz (Gesundheitsdaten)",
    "item": "Datenschutz (Gesundheitsdaten) – Privacy by Design",
    "definition": "Abdeckung relevanter Features/Produkte",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-111",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-112",
    "slug": "wok-g-112",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.d",
    "indicator_family": "Datenschutz (Gesundheitsdaten)",
    "item": "Datenschutz (Gesundheitsdaten) – Security Reifegrad",
    "definition": "ISO/27001 Reifegrad",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-112",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-101",
    "slug": "wok-re-101",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Gesunde Gebäude (IAQ)",
    "item": "Gesunde Gebäude (IAQ) – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-101",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-102",
    "slug": "wok-re-102",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Gesunde Gebäude (IAQ)",
    "item": "Gesunde Gebäude (IAQ) – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-102",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-103",
    "slug": "wok-re-103",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Gesunde Gebäude (IAQ)",
    "item": "Gesunde Gebäude (IAQ) – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EN 15978 (Bau LCA), EU EPBD, ISO 52000",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-103",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-104",
    "slug": "wok-sys-104",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.4",
    "indicator_family": "Kultur/Bewegung fördern",
    "item": "Kultur/Bewegung fördern – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-104",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-105",
    "slug": "wok-sys-105",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.4",
    "indicator_family": "Kultur/Bewegung fördern",
    "item": "Kultur/Bewegung fördern – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-105",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-106",
    "slug": "wok-sys-106",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.4",
    "indicator_family": "Kultur/Bewegung fördern",
    "item": "Kultur/Bewegung fördern – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-106",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-122",
    "slug": "wok-s-122",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.4",
    "indicator_family": "Psycho‑soziale Risiken",
    "item": "Psycho‑soziale Risiken – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-122",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-123",
    "slug": "wok-s-123",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.4",
    "indicator_family": "Psycho‑soziale Risiken",
    "item": "Psycho‑soziale Risiken – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-123",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-124",
    "slug": "wok-s-124",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.4",
    "indicator_family": "Psycho‑soziale Risiken",
    "item": "Psycho‑soziale Risiken – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-124",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-119",
    "slug": "wok-e-119",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Chemikaliensicherheit/REACH",
    "item": "Chemikaliensicherheit/REACH – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-119",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-120",
    "slug": "wok-e-120",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Chemikaliensicherheit/REACH",
    "item": "Chemikaliensicherheit/REACH – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Recyclingquote = stofflich verwertete Menge / Gesamtabfall.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-120",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-121",
    "slug": "wok-e-121",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.9",
    "indicator_family": "Chemikaliensicherheit/REACH",
    "item": "Chemikaliensicherheit/REACH – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Gefährlicher Abfall‑Intensität = Gefährlicher Abfall / Output bzw. Umsatz.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-121",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-113",
    "slug": "wok-g-113",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.8",
    "indicator_family": "Patientensicherheit Kliniken",
    "item": "Patientensicherheit Kliniken – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-113",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-114",
    "slug": "wok-g-114",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.8",
    "indicator_family": "Patientensicherheit Kliniken",
    "item": "Patientensicherheit Kliniken – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-114",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-115",
    "slug": "wok-g-115",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 3 – Gesundheit",
    "target": "3.8",
    "indicator_family": "Patientensicherheit Kliniken",
    "item": "Patientensicherheit Kliniken – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-115",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-125",
    "slug": "wok-s-125",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.4",
    "indicator_family": "Weiterbildung & Future Skills",
    "item": "Weiterbildung & Future Skills – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-125",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-126",
    "slug": "wok-s-126",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.4",
    "indicator_family": "Weiterbildung & Future Skills",
    "item": "Weiterbildung & Future Skills – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-126",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-127",
    "slug": "wok-s-127",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.4",
    "indicator_family": "Weiterbildung & Future Skills",
    "item": "Weiterbildung & Future Skills – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-127",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-128",
    "slug": "wok-s-128",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.3",
    "indicator_family": "Ausbildungsquote/Praktika",
    "item": "Ausbildungsquote/Praktika – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-128",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-129",
    "slug": "wok-s-129",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.3",
    "indicator_family": "Ausbildungsquote/Praktika",
    "item": "Ausbildungsquote/Praktika – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-129",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-130",
    "slug": "wok-s-130",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.3",
    "indicator_family": "Ausbildungsquote/Praktika",
    "item": "Ausbildungsquote/Praktika – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-130",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-107",
    "slug": "wok-sys-107",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Open Access / Open Science",
    "item": "Open Access / Open Science – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-107",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-108",
    "slug": "wok-sys-108",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Open Access / Open Science",
    "item": "Open Access / Open Science – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-108",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-109",
    "slug": "wok-sys-109",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Open Access / Open Science",
    "item": "Open Access / Open Science – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-109",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-116",
    "slug": "wok-g-116",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.5",
    "indicator_family": "Gleichberechtigter Zugang",
    "item": "Gleichberechtigter Zugang – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-116",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-117",
    "slug": "wok-g-117",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.5",
    "indicator_family": "Gleichberechtigter Zugang",
    "item": "Gleichberechtigter Zugang – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-117",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-118",
    "slug": "wok-g-118",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.5",
    "indicator_family": "Gleichberechtigter Zugang",
    "item": "Gleichberechtigter Zugang – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-118",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-104",
    "slug": "wok-re-104",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.a",
    "indicator_family": "Lernorte & Infrastruktur",
    "item": "Lernorte & Infrastruktur – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-104",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-105",
    "slug": "wok-re-105",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.a",
    "indicator_family": "Lernorte & Infrastruktur",
    "item": "Lernorte & Infrastruktur – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-105",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-106",
    "slug": "wok-re-106",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.a",
    "indicator_family": "Lernorte & Infrastruktur",
    "item": "Lernorte & Infrastruktur – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "Stadt/GIS",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-106",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-107",
    "slug": "wok-p-107",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.1",
    "indicator_family": "Bildungs‑Produkte (Safety/Accessibility)",
    "item": "Bildungs‑Produkte (Safety/Accessibility) – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-107",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-108",
    "slug": "wok-p-108",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.1",
    "indicator_family": "Bildungs‑Produkte (Safety/Accessibility)",
    "item": "Bildungs‑Produkte (Safety/Accessibility) – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-108",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-109",
    "slug": "wok-p-109",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.1",
    "indicator_family": "Bildungs‑Produkte (Safety/Accessibility)",
    "item": "Bildungs‑Produkte (Safety/Accessibility) – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-109",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-110",
    "slug": "wok-sys-110",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Bildungspartnerschaften",
    "item": "Bildungspartnerschaften – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-110",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-111",
    "slug": "wok-sys-111",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Bildungspartnerschaften",
    "item": "Bildungspartnerschaften – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-111",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-112",
    "slug": "wok-sys-112",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Bildungspartnerschaften",
    "item": "Bildungspartnerschaften – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-112",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-131",
    "slug": "wok-s-131",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.4",
    "indicator_family": "Digital Literacy Training",
    "item": "Digital Literacy Training – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-131",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-132",
    "slug": "wok-s-132",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.4",
    "indicator_family": "Digital Literacy Training",
    "item": "Digital Literacy Training – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-132",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-133",
    "slug": "wok-s-133",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.4",
    "indicator_family": "Digital Literacy Training",
    "item": "Digital Literacy Training – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-133",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-119",
    "slug": "wok-g-119",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Academic Integrity",
    "item": "Academic Integrity – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-119",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-120",
    "slug": "wok-g-120",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Academic Integrity",
    "item": "Academic Integrity – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-120",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-121",
    "slug": "wok-g-121",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Bildung & Kompetenzen",
    "sdg_or_sdgplus": "SDG 4 – Bildung",
    "target": "4.7",
    "indicator_family": "Academic Integrity",
    "item": "Academic Integrity – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-121",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-134",
    "slug": "wok-s-134",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.1",
    "indicator_family": "Gender Pay Gap",
    "item": "Gender Pay Gap – Gender Pay Gap",
    "definition": "Bereinigter Lohnunterschied",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Bereinigter Gender Pay Gap gem. ESRS S1 / GRI 405.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3",
    "bm": 8.0,
    "bm_150pct": 12.0,
    "bm_250pct": 20.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-S-134",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 8,
      "BM_150pct": 12,
      "BM_250pct": 20,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 2.0,
      "B2": 5.0,
      "B3": 8.0,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -3.0,
      "S5": "",
      "S6": "",
      "BM": 8.0,
      "BM_150pct": 12.0,
      "BM_250pct": 20.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-135",
    "slug": "wok-s-135",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.1",
    "indicator_family": "Gender Pay Gap",
    "item": "Gender Pay Gap – Führung Diversität",
    "definition": "Frauenanteil Leitungsorgane",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1; GRI 205/207",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Bereinigter Gender Pay Gap gem. ESRS S1 / GRI 405.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3",
    "bm": 30.0,
    "bm_150pct": 45.0,
    "bm_250pct": 75.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-135",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 30,
      "BM_150pct": 45,
      "BM_250pct": 75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 39.999999,
      "B3": 49.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -3.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 30.0,
      "BM_150pct": 45.0,
      "BM_250pct": 75.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-136",
    "slug": "wok-s-136",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.1",
    "indicator_family": "Gender Pay Gap",
    "item": "Gender Pay Gap – Inklusion",
    "definition": "Beschäftigte mit Behinderung",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Bereinigter Gender Pay Gap gem. ESRS S1 / GRI 405.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3",
    "bm": 2.95,
    "bm_150pct": 4.425000000000001,
    "bm_250pct": 7.375,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-136",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.999999,
      "B2": 1.999999,
      "B3": 3.999999,
      "B4": 5.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-122",
    "slug": "wok-g-122",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Diversität in Führung",
    "item": "Diversität in Führung – Gender Pay Gap",
    "definition": "Bereinigter Lohnunterschied",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Bereinigter Gender Pay Gap gem. ESRS S1 / GRI 405.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3",
    "bm": 8.0,
    "bm_150pct": 12.0,
    "bm_250pct": 20.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-G-122",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 8,
      "BM_150pct": 12,
      "BM_250pct": 20,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 2.0,
      "B2": 5.0,
      "B3": 8.0,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -3.0,
      "S5": "",
      "S6": "",
      "BM": 8.0,
      "BM_150pct": 12.0,
      "BM_250pct": 20.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-123",
    "slug": "wok-g-123",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Diversität in Führung",
    "item": "Diversität in Führung – Führung Diversität",
    "definition": "Frauenanteil Leitungsorgane",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1; GRI 205/207",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3",
    "bm": 30.0,
    "bm_150pct": 45.0,
    "bm_250pct": 75.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-G-123",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 30,
      "BM_150pct": 45,
      "BM_250pct": 75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 39.999999,
      "B3": 49.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -3.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 30.0,
      "BM_150pct": 45.0,
      "BM_250pct": 75.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-124",
    "slug": "wok-g-124",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Diversität in Führung",
    "item": "Diversität in Führung – Inklusion",
    "definition": "Beschäftigte mit Behinderung",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3",
    "bm": 2.95,
    "bm_150pct": 4.425000000000001,
    "bm_250pct": 7.375,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-G-124",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.999999,
      "B2": 1.999999,
      "B3": 3.999999,
      "B4": 5.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-137",
    "slug": "wok-s-137",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.2",
    "indicator_family": "Antidiskriminierung & Fälle",
    "item": "Antidiskriminierung & Fälle – Gender Pay Gap",
    "definition": "Bereinigter Lohnunterschied",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Bereinigter Gender Pay Gap gem. ESRS S1 / GRI 405.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3",
    "bm": 8.0,
    "bm_150pct": 12.0,
    "bm_250pct": 20.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-137",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 8,
      "BM_150pct": 12,
      "BM_250pct": 20,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 2.0,
      "B2": 5.0,
      "B3": 8.0,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -3.0,
      "S5": "",
      "S6": "",
      "BM": 8.0,
      "BM_150pct": 12.0,
      "BM_250pct": 20.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-138",
    "slug": "wok-s-138",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.2",
    "indicator_family": "Antidiskriminierung & Fälle",
    "item": "Antidiskriminierung & Fälle – Führung Diversität",
    "definition": "Frauenanteil Leitungsorgane",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1; GRI 205/207",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3",
    "bm": 30.0,
    "bm_150pct": 45.0,
    "bm_250pct": 75.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-138",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 30,
      "BM_150pct": 45,
      "BM_250pct": 75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 39.999999,
      "B3": 49.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -3.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 30.0,
      "BM_150pct": 45.0,
      "BM_250pct": 75.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-139",
    "slug": "wok-s-139",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.2",
    "indicator_family": "Antidiskriminierung & Fälle",
    "item": "Antidiskriminierung & Fälle – Inklusion",
    "definition": "Beschäftigte mit Behinderung",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3",
    "bm": 2.95,
    "bm_150pct": 4.425000000000001,
    "bm_250pct": 7.375,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-139",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.999999,
      "B2": 1.999999,
      "B3": 3.999999,
      "B4": 5.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-140",
    "slug": "wok-s-140",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.4",
    "indicator_family": "Vereinbarkeit & Care",
    "item": "Vereinbarkeit & Care – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-140",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-141",
    "slug": "wok-s-141",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.4",
    "indicator_family": "Vereinbarkeit & Care",
    "item": "Vereinbarkeit & Care – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-141",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-142",
    "slug": "wok-s-142",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.4",
    "indicator_family": "Vereinbarkeit & Care",
    "item": "Vereinbarkeit & Care – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-142",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-107",
    "slug": "wok-sc-107",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.b",
    "indicator_family": "Frauen in Lieferkette",
    "item": "Frauen in Lieferkette – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-107",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-108",
    "slug": "wok-sc-108",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.b",
    "indicator_family": "Frauen in Lieferkette",
    "item": "Frauen in Lieferkette – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-108",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-109",
    "slug": "wok-sc-109",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.b",
    "indicator_family": "Frauen in Lieferkette",
    "item": "Frauen in Lieferkette – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-109",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-125",
    "slug": "wok-g-125",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.c",
    "indicator_family": "Gleichstellungs‑Governance",
    "item": "Gleichstellungs‑Governance – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-125",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-126",
    "slug": "wok-g-126",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.c",
    "indicator_family": "Gleichstellungs‑Governance",
    "item": "Gleichstellungs‑Governance – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-126",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-127",
    "slug": "wok-g-127",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.c",
    "indicator_family": "Gleichstellungs‑Governance",
    "item": "Gleichstellungs‑Governance – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-127",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-113",
    "slug": "wok-sys-113",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Kulturwandel & Vorbilder",
    "item": "Kulturwandel & Vorbilder – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-113",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-114",
    "slug": "wok-sys-114",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Kulturwandel & Vorbilder",
    "item": "Kulturwandel & Vorbilder – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-114",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-115",
    "slug": "wok-sys-115",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Kulturwandel & Vorbilder",
    "item": "Kulturwandel & Vorbilder – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-115",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-143",
    "slug": "wok-s-143",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Gender‑Training",
    "item": "Gender‑Training – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-143",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-144",
    "slug": "wok-s-144",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Gender‑Training",
    "item": "Gender‑Training – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-144",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-145",
    "slug": "wok-s-145",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.5",
    "indicator_family": "Gender‑Training",
    "item": "Gender‑Training – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-145",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-128",
    "slug": "wok-g-128",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.c",
    "indicator_family": "Transparenz Lohnbänder",
    "item": "Transparenz Lohnbänder – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-128",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-129",
    "slug": "wok-g-129",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.c",
    "indicator_family": "Transparenz Lohnbänder",
    "item": "Transparenz Lohnbänder – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-129",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-130",
    "slug": "wok-g-130",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 5 – Gleichstellung",
    "target": "5.c",
    "indicator_family": "Transparenz Lohnbänder",
    "item": "Transparenz Lohnbänder – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-G-130",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-122",
    "slug": "wok-e-122",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasserentnahme (WSI)",
    "item": "Wasserentnahme (WSI) – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-122",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-123",
    "slug": "wok-e-123",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasserentnahme (WSI)",
    "item": "Wasserentnahme (WSI) – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-123",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-124",
    "slug": "wok-e-124",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasserentnahme (WSI)",
    "item": "Wasserentnahme (WSI) – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-124",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-125",
    "slug": "wok-e-125",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.3",
    "indicator_family": "Abwasserqualität",
    "item": "Abwasserqualität – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-125",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-126",
    "slug": "wok-e-126",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.3",
    "indicator_family": "Abwasserqualität",
    "item": "Abwasserqualität – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-126",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-127",
    "slug": "wok-e-127",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.3",
    "indicator_family": "Abwasserqualität",
    "item": "Abwasserqualität – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-127",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-128",
    "slug": "wok-e-128",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.5",
    "indicator_family": "Wasser‑Reuse/Closed Loop",
    "item": "Wasser‑Reuse/Closed Loop – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-128",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-129",
    "slug": "wok-e-129",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.5",
    "indicator_family": "Wasser‑Reuse/Closed Loop",
    "item": "Wasser‑Reuse/Closed Loop – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-129",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-130",
    "slug": "wok-e-130",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.5",
    "indicator_family": "Wasser‑Reuse/Closed Loop",
    "item": "Wasser‑Reuse/Closed Loop – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-130",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-110",
    "slug": "wok-sc-110",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser in Lieferkette",
    "item": "Wasser in Lieferkette – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-110",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-111",
    "slug": "wok-sc-111",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser in Lieferkette",
    "item": "Wasser in Lieferkette – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-111",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-112",
    "slug": "wok-sc-112",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser in Lieferkette",
    "item": "Wasser in Lieferkette – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-112",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-107",
    "slug": "wok-re-107",
    "category": "RE / Real Estate",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser‑Effizienz Gebäude",
    "item": "Wasser‑Effizienz Gebäude – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "water_intensity",
    "numerator_denominator": "Wert = Wasserentnahme/-verbrauch je Einheit, ggf. multipliziert mit Wasserstressfaktor; Region und Zeitraum offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-107",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-108",
    "slug": "wok-re-108",
    "category": "RE / Real Estate",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser‑Effizienz Gebäude",
    "item": "Wasser‑Effizienz Gebäude – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-108",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-109",
    "slug": "wok-re-109",
    "category": "RE / Real Estate",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser‑Effizienz Gebäude",
    "item": "Wasser‑Effizienz Gebäude – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-109",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-110",
    "slug": "wok-p-110",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser‑Intensität Produkte",
    "item": "Wasser‑Intensität Produkte – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14046",
      "WRI_AQUEDUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-110",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-111",
    "slug": "wok-p-111",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser‑Intensität Produkte",
    "item": "Wasser‑Intensität Produkte – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-111",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-112",
    "slug": "wok-p-112",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.4",
    "indicator_family": "Wasser‑Intensität Produkte",
    "item": "Wasser‑Intensität Produkte – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-112",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-131",
    "slug": "wok-e-131",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.3",
    "indicator_family": "Chemikalien in Wasser",
    "item": "Chemikalien in Wasser – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-131",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-132",
    "slug": "wok-e-132",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.3",
    "indicator_family": "Chemikalien in Wasser",
    "item": "Chemikalien in Wasser – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-132",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-133",
    "slug": "wok-e-133",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.3",
    "indicator_family": "Chemikalien in Wasser",
    "item": "Chemikalien in Wasser – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-133",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-134",
    "slug": "wok-e-134",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.b",
    "indicator_family": "Grundwasser/Entnahme‑Reporting",
    "item": "Grundwasser/Entnahme‑Reporting – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-134",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-135",
    "slug": "wok-e-135",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.b",
    "indicator_family": "Grundwasser/Entnahme‑Reporting",
    "item": "Grundwasser/Entnahme‑Reporting – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-135",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-136",
    "slug": "wok-e-136",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.b",
    "indicator_family": "Grundwasser/Entnahme‑Reporting",
    "item": "Grundwasser/Entnahme‑Reporting – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-136",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-131",
    "slug": "wok-g-131",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.b",
    "indicator_family": "Wasser‑Governance & Rechte",
    "item": "Wasser‑Governance & Rechte – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "water_intensity",
    "numerator_denominator": "Wert = Wasserentnahme/-verbrauch je Einheit, ggf. multipliziert mit Wasserstressfaktor; Region und Zeitraum offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-131",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-132",
    "slug": "wok-g-132",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.b",
    "indicator_family": "Wasser‑Governance & Rechte",
    "item": "Wasser‑Governance & Rechte – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-132",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-133",
    "slug": "wok-g-133",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 6 – Wasser",
    "target": "6.b",
    "indicator_family": "Wasser‑Governance & Rechte",
    "item": "Wasser‑Governance & Rechte – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-G-133",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-137",
    "slug": "wok-e-137",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Erneuerbare Energien",
    "item": "Erneuerbare Energien – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-137",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-138",
    "slug": "wok-e-138",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Erneuerbare Energien",
    "item": "Erneuerbare Energien – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-138",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-139",
    "slug": "wok-e-139",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Erneuerbare Energien",
    "item": "Erneuerbare Energien – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-139",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-140",
    "slug": "wok-e-140",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energieeffizienz",
    "item": "Energieeffizienz – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-140",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-141",
    "slug": "wok-e-141",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energieeffizienz",
    "item": "Energieeffizienz – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-141",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-142",
    "slug": "wok-e-142",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energieeffizienz",
    "item": "Energieeffizienz – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-142",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-101",
    "slug": "wok-pol-101",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Spezifische Emissionen Strom",
    "item": "Spezifische Emissionen Strom – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "D35 Stromerzeugung/Netze",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-101",
      "NACE2": "D35",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-102",
    "slug": "wok-pol-102",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Spezifische Emissionen Strom",
    "item": "Spezifische Emissionen Strom – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "D35 Stromerzeugung/Netze",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-102",
      "NACE2": "D35",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-103",
    "slug": "wok-pol-103",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Spezifische Emissionen Strom",
    "item": "Spezifische Emissionen Strom – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "D35 Stromerzeugung/Netze",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-103",
      "NACE2": "D35",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-113",
    "slug": "wok-p-113",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energieeffizienz Produkte",
    "item": "Energieeffizienz Produkte – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-113",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-114",
    "slug": "wok-p-114",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energieeffizienz Produkte",
    "item": "Energieeffizienz Produkte – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-114",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-115",
    "slug": "wok-p-115",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energieeffizienz Produkte",
    "item": "Energieeffizienz Produkte – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-115",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-110",
    "slug": "wok-re-110",
    "category": "RE / Real Estate",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Gebäude‑Energieperformance",
    "item": "Gebäude‑Energieperformance – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-110",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-111",
    "slug": "wok-re-111",
    "category": "RE / Real Estate",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Gebäude‑Energieperformance",
    "item": "Gebäude‑Energieperformance – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-111",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-112",
    "slug": "wok-re-112",
    "category": "RE / Real Estate",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Gebäude‑Energieperformance",
    "item": "Gebäude‑Energieperformance – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-112",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-116",
    "slug": "wok-sys-116",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.1",
    "indicator_family": "Energie‑Armut adressieren",
    "item": "Energie‑Armut adressieren – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-116",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-117",
    "slug": "wok-sys-117",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.1",
    "indicator_family": "Energie‑Armut adressieren",
    "item": "Energie‑Armut adressieren – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-117",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-118",
    "slug": "wok-sys-118",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.1",
    "indicator_family": "Energie‑Armut adressieren",
    "item": "Energie‑Armut adressieren – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-118",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-143",
    "slug": "wok-e-143",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Netzverluste/IT‑Effizienz",
    "item": "Netzverluste/IT‑Effizienz – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-143",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-144",
    "slug": "wok-e-144",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Netzverluste/IT‑Effizienz",
    "item": "Netzverluste/IT‑Effizienz – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Netzverluste = (Einspeisung – Abgabe) / Einspeisung.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-144",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-145",
    "slug": "wok-e-145",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Netzverluste/IT‑Effizienz",
    "item": "Netzverluste/IT‑Effizienz – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-145",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-113",
    "slug": "wok-sc-113",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energie‑Daten in Lieferkette",
    "item": "Energie‑Daten in Lieferkette – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-113",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-114",
    "slug": "wok-sc-114",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energie‑Daten in Lieferkette",
    "item": "Energie‑Daten in Lieferkette – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-114",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-115",
    "slug": "wok-sc-115",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.3",
    "indicator_family": "Energie‑Daten in Lieferkette",
    "item": "Energie‑Daten in Lieferkette – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-115",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-134",
    "slug": "wok-g-134",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Transparenz/Herkunftsnachweise",
    "item": "Transparenz/Herkunftsnachweise – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "D35 Stromerzeugung/Netze",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-134",
      "NACE2": "D35",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-135",
    "slug": "wok-g-135",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Transparenz/Herkunftsnachweise",
    "item": "Transparenz/Herkunftsnachweise – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "D35 Stromerzeugung/Netze",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-135",
      "NACE2": "D35",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-136",
    "slug": "wok-g-136",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 7 – Energie",
    "target": "7.2",
    "indicator_family": "Transparenz/Herkunftsnachweise",
    "item": "Transparenz/Herkunftsnachweise – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "D35 Stromerzeugung/Netze",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-136",
      "NACE2": "D35",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-146",
    "slug": "wok-s-146",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "LTIFR/Unfälle",
    "item": "LTIFR/Unfälle – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-146",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-147",
    "slug": "wok-s-147",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "LTIFR/Unfälle",
    "item": "LTIFR/Unfälle – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-147",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-148",
    "slug": "wok-s-148",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "LTIFR/Unfälle",
    "item": "LTIFR/Unfälle – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-148",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-149",
    "slug": "wok-s-149",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.7",
    "indicator_family": "Kinder-/Zwangsarbeit Ausschluss",
    "item": "Kinder-/Zwangsarbeit Ausschluss – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-149",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-150",
    "slug": "wok-s-150",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.7",
    "indicator_family": "Kinder-/Zwangsarbeit Ausschluss",
    "item": "Kinder-/Zwangsarbeit Ausschluss – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-150",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-151",
    "slug": "wok-s-151",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.7",
    "indicator_family": "Kinder-/Zwangsarbeit Ausschluss",
    "item": "Kinder-/Zwangsarbeit Ausschluss – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-S-151",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-152",
    "slug": "wok-s-152",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Tarifbindung",
    "item": "Tarifbindung – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-152",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-153",
    "slug": "wok-s-153",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Tarifbindung",
    "item": "Tarifbindung – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-153",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-154",
    "slug": "wok-s-154",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Tarifbindung",
    "item": "Tarifbindung – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-154",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-137",
    "slug": "wok-g-137",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Faire Löhne & Pay Ratio",
    "item": "Faire Löhne & Pay Ratio – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-137",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-138",
    "slug": "wok-g-138",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Faire Löhne & Pay Ratio",
    "item": "Faire Löhne & Pay Ratio – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-138",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-139",
    "slug": "wok-g-139",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Faire Löhne & Pay Ratio",
    "item": "Faire Löhne & Pay Ratio – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-139",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-116",
    "slug": "wok-sc-116",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.7",
    "indicator_family": "Lieferkette – Arbeitsrechte",
    "item": "Lieferkette – Arbeitsrechte – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-116",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-117",
    "slug": "wok-sc-117",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.7",
    "indicator_family": "Lieferkette – Arbeitsrechte",
    "item": "Lieferkette – Arbeitsrechte – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-117",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-118",
    "slug": "wok-sc-118",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.7",
    "indicator_family": "Lieferkette – Arbeitsrechte",
    "item": "Lieferkette – Arbeitsrechte – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-118",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-119",
    "slug": "wok-sys-119",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Inklusionsjobs/Benachteiligte",
    "item": "Inklusionsjobs/Benachteiligte – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-119",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-120",
    "slug": "wok-sys-120",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Inklusionsjobs/Benachteiligte",
    "item": "Inklusionsjobs/Benachteiligte – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-120",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-121",
    "slug": "wok-sys-121",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.5",
    "indicator_family": "Inklusionsjobs/Benachteiligte",
    "item": "Inklusionsjobs/Benachteiligte – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-121",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-155",
    "slug": "wok-s-155",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.2",
    "indicator_family": "Weiterbildung/Produktivität",
    "item": "Weiterbildung/Produktivität – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-155",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-156",
    "slug": "wok-s-156",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.2",
    "indicator_family": "Weiterbildung/Produktivität",
    "item": "Weiterbildung/Produktivität – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-156",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-157",
    "slug": "wok-s-157",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.2",
    "indicator_family": "Weiterbildung/Produktivität",
    "item": "Weiterbildung/Produktivität – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-157",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-140",
    "slug": "wok-g-140",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "Beschwerdemechanismen",
    "item": "Beschwerdemechanismen – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-140",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-141",
    "slug": "wok-g-141",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "Beschwerdemechanismen",
    "item": "Beschwerdemechanismen – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-141",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-142",
    "slug": "wok-g-142",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "Beschwerdemechanismen",
    "item": "Beschwerdemechanismen – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-142",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-158",
    "slug": "wok-s-158",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "Arbeitszeit & Überstunden",
    "item": "Arbeitszeit & Überstunden – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-158",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-159",
    "slug": "wok-s-159",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "Arbeitszeit & Überstunden",
    "item": "Arbeitszeit & Überstunden – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-159",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-160",
    "slug": "wok-s-160",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 8 – Arbeit & Wachstum",
    "target": "8.8",
    "indicator_family": "Arbeitszeit & Überstunden",
    "item": "Arbeitszeit & Überstunden – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-160",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-146",
    "slug": "wok-e-146",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Prozess‑THG‑Intensität",
    "item": "Prozess‑THG‑Intensität – Green R&D",
    "definition": "Anteil F&E für grüne Technologien",
    "unit": "% Umsatz",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3",
    "bm": 1.95,
    "bm_150pct": 2.925,
    "bm_250pct": 4.875,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-146",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Umsatz",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.999999,
      "B3": 2.999999,
      "B4": 4.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-147",
    "slug": "wok-e-147",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Prozess‑THG‑Intensität",
    "item": "Prozess‑THG‑Intensität – SDG‑Patente",
    "definition": "Anteil SDG‑relevanter Patente",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3",
    "bm": 17.0,
    "bm_150pct": 25.5,
    "bm_250pct": 42.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-147",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 17,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 4.999999,
      "B2": 9.999999,
      "B3": 24.999999,
      "B4": 39.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 17.0,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-148",
    "slug": "wok-e-148",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Prozess‑THG‑Intensität",
    "item": "Prozess‑THG‑Intensität – Prozess‑Effizienz",
    "definition": "Energie/Emission je Einheit",
    "unit": "kWh/t bzw. t CO₂e/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-148",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/t bzw. t CO₂e/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-143",
    "slug": "wok-g-143",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "Green R&D",
    "item": "Green R&D – Green R&D",
    "definition": "Anteil F&E für grüne Technologien",
    "unit": "% Umsatz",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "OECD_FRASCATI",
      "EPO_PATSTAT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3",
    "bm": 1.95,
    "bm_150pct": 2.925,
    "bm_250pct": 4.875,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-G-143",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Umsatz",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.999999,
      "B3": 2.999999,
      "B4": 4.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-144",
    "slug": "wok-g-144",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "Green R&D",
    "item": "Green R&D – SDG‑Patente",
    "definition": "Anteil SDG‑relevanter Patente",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "OECD_FRASCATI",
      "EPO_PATSTAT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3",
    "bm": 17.0,
    "bm_150pct": 25.5,
    "bm_250pct": 42.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-G-144",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 17,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 4.999999,
      "B2": 9.999999,
      "B3": 24.999999,
      "B4": 39.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 17.0,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-145",
    "slug": "wok-g-145",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "Green R&D",
    "item": "Green R&D – Prozess‑Effizienz",
    "definition": "Energie/Emission je Einheit",
    "unit": "kWh/t bzw. t CO₂e/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-G-145",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/t bzw. t CO₂e/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-113",
    "slug": "wok-re-113",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.1",
    "indicator_family": "Infrastruktur‑Zugänglichkeit",
    "item": "Infrastruktur‑Zugänglichkeit – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-113",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-114",
    "slug": "wok-re-114",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.1",
    "indicator_family": "Infrastruktur‑Zugänglichkeit",
    "item": "Infrastruktur‑Zugänglichkeit – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-114",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-115",
    "slug": "wok-re-115",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.1",
    "indicator_family": "Infrastruktur‑Zugänglichkeit",
    "item": "Infrastruktur‑Zugänglichkeit – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "Stadt/GIS",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-115",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-116",
    "slug": "wok-p-116",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Produkt‑Sicherheit/Qualität",
    "item": "Produkt‑Sicherheit/Qualität – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-P-116",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-117",
    "slug": "wok-p-117",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Produkt‑Sicherheit/Qualität",
    "item": "Produkt‑Sicherheit/Qualität – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-P-117",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-118",
    "slug": "wok-p-118",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Produkt‑Sicherheit/Qualität",
    "item": "Produkt‑Sicherheit/Qualität – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-P-118",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-119",
    "slug": "wok-sc-119",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.c",
    "indicator_family": "Lieferkette‑Digitalisierung/Transparenz",
    "item": "Lieferkette‑Digitalisierung/Transparenz – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-119",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-120",
    "slug": "wok-sc-120",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.c",
    "indicator_family": "Lieferkette‑Digitalisierung/Transparenz",
    "item": "Lieferkette‑Digitalisierung/Transparenz – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-120",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-121",
    "slug": "wok-sc-121",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.c",
    "indicator_family": "Lieferkette‑Digitalisierung/Transparenz",
    "item": "Lieferkette‑Digitalisierung/Transparenz – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-121",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-149",
    "slug": "wok-e-149",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Rohstoff‑Effizienz",
    "item": "Rohstoff‑Effizienz – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-149",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-150",
    "slug": "wok-e-150",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Rohstoff‑Effizienz",
    "item": "Rohstoff‑Effizienz – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Recyclingquote = stofflich verwertete Menge / Gesamtabfall.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-150",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-151",
    "slug": "wok-e-151",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Rohstoff‑Effizienz",
    "item": "Rohstoff‑Effizienz – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Gefährlicher Abfall‑Intensität = Gefährlicher Abfall / Output bzw. Umsatz.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-151",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-122",
    "slug": "wok-sys-122",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "Standort‑Innovationsökosystem",
    "item": "Standort‑Innovationsökosystem – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "OECD_FRASCATI",
      "EPO_PATSTAT",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-122",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-123",
    "slug": "wok-sys-123",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "Standort‑Innovationsökosystem",
    "item": "Standort‑Innovationsökosystem – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "OECD_FRASCATI",
      "EPO_PATSTAT",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-123",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-124",
    "slug": "wok-sys-124",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "Standort‑Innovationsökosystem",
    "item": "Standort‑Innovationsökosystem – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "OECD_FRASCATI",
      "EPO_PATSTAT",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-124",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-152",
    "slug": "wok-e-152",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Energie‑/Ressourceneffizienz",
    "item": "Energie‑/Ressourceneffizienz – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-152",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-153",
    "slug": "wok-e-153",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Energie‑/Ressourceneffizienz",
    "item": "Energie‑/Ressourceneffizienz – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-153",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-154",
    "slug": "wok-e-154",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.4",
    "indicator_family": "Energie‑/Ressourceneffizienz",
    "item": "Energie‑/Ressourceneffizienz – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-154",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-146",
    "slug": "wok-g-146",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "IP/Integrität F&E",
    "item": "IP/Integrität F&E – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-146",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-147",
    "slug": "wok-g-147",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Innovation & Infrastruktur",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "IP/Integrität F&E",
    "item": "IP/Integrität F&E – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-147",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-148",
    "slug": "wok-g-148",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 9 – Industrie/Innovation",
    "target": "9.5",
    "indicator_family": "IP/Integrität F&E",
    "item": "IP/Integrität F&E – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-148",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-149",
    "slug": "wok-g-149",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.4",
    "indicator_family": "Pay Ratio & Bonus",
    "item": "Pay Ratio & Bonus – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-149",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-150",
    "slug": "wok-g-150",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.4",
    "indicator_family": "Pay Ratio & Bonus",
    "item": "Pay Ratio & Bonus – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-150",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-151",
    "slug": "wok-g-151",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.4",
    "indicator_family": "Pay Ratio & Bonus",
    "item": "Pay Ratio & Bonus – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-151",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-161",
    "slug": "wok-s-161",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Inklusionsquote",
    "item": "Inklusionsquote – Gender Pay Gap",
    "definition": "Bereinigter Lohnunterschied",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Bereinigter Gender Pay Gap gem. ESRS S1 / GRI 405.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3",
    "bm": 8.0,
    "bm_150pct": 12.0,
    "bm_250pct": 20.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-S-161",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 8,
      "BM_150pct": 12,
      "BM_250pct": 20,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 2.0,
      "B2": 5.0,
      "B3": 8.0,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -3.0,
      "S5": "",
      "S6": "",
      "BM": 8.0,
      "BM_150pct": 12.0,
      "BM_250pct": 20.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-162",
    "slug": "wok-s-162",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Inklusionsquote",
    "item": "Inklusionsquote – Führung Diversität",
    "definition": "Frauenanteil Leitungsorgane",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3",
    "bm": 30.0,
    "bm_150pct": 45.0,
    "bm_250pct": 75.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-162",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 30,
      "BM_150pct": 45,
      "BM_250pct": 75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 39.999999,
      "B3": 49.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -3.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 30.0,
      "BM_150pct": 45.0,
      "BM_250pct": 75.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-163",
    "slug": "wok-s-163",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Inklusionsquote",
    "item": "Inklusionsquote – Inklusion",
    "definition": "Beschäftigte mit Behinderung",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3",
    "bm": 2.95,
    "bm_150pct": 4.425000000000001,
    "bm_250pct": 7.375,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-163",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.999999,
      "B2": 1.999999,
      "B3": 3.999999,
      "B4": 5.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-164",
    "slug": "wok-s-164",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.3",
    "indicator_family": "Diskriminierungsfälle",
    "item": "Diskriminierungsfälle – Gender Pay Gap",
    "definition": "Bereinigter Lohnunterschied",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Bereinigter Gender Pay Gap gem. ESRS S1 / GRI 405.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤2:+3; ≤5:+2; ≤8:0; >8:‑2/‑3",
    "bm": 8.0,
    "bm_150pct": 12.0,
    "bm_250pct": 20.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-164",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 8,
      "BM_150pct": 12,
      "BM_250pct": 20,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 2.0,
      "B2": 5.0,
      "B3": 8.0,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -3.0,
      "S5": "",
      "S6": "",
      "BM": 8.0,
      "BM_150pct": 12.0,
      "BM_250pct": 20.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-165",
    "slug": "wok-s-165",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.3",
    "indicator_family": "Diskriminierungsfälle",
    "item": "Diskriminierungsfälle – Führung Diversität",
    "definition": "Frauenanteil Leitungsorgane",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1; GRI 205/207",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥50:+3; ≥40:+2; ≥30:0; <30:‑2/‑3",
    "bm": 30.0,
    "bm_150pct": 45.0,
    "bm_250pct": 75.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-165",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 30,
      "BM_150pct": 45,
      "BM_250pct": 75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 39.999999,
      "B3": 49.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -3.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 30.0,
      "BM_150pct": 45.0,
      "BM_250pct": 75.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-166",
    "slug": "wok-s-166",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.3",
    "indicator_family": "Diskriminierungsfälle",
    "item": "Diskriminierungsfälle – Inklusion",
    "definition": "Beschäftigte mit Behinderung",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥6:+3; 4–5,9:+2; 2–3,9:0; 1–1,9:‑2; <1:‑3",
    "bm": 2.95,
    "bm_150pct": 4.425000000000001,
    "bm_250pct": 7.375,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-166",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.999999,
      "B2": 1.999999,
      "B3": 3.999999,
      "B4": 5.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 2.95,
      "BM_150pct": 4.425000000000001,
      "BM_250pct": 7.375
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-125",
    "slug": "wok-sys-125",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.c",
    "indicator_family": "Erschwinglichkeit Produkte/Services",
    "item": "Erschwinglichkeit Produkte/Services – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-125",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-126",
    "slug": "wok-sys-126",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.c",
    "indicator_family": "Erschwinglichkeit Produkte/Services",
    "item": "Erschwinglichkeit Produkte/Services – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-126",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-127",
    "slug": "wok-sys-127",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.c",
    "indicator_family": "Erschwinglichkeit Produkte/Services",
    "item": "Erschwinglichkeit Produkte/Services – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-127",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-152",
    "slug": "wok-g-152",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.4",
    "indicator_family": "Transparenz Lohnbänder",
    "item": "Transparenz Lohnbänder – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-152",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-153",
    "slug": "wok-g-153",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.4",
    "indicator_family": "Transparenz Lohnbänder",
    "item": "Transparenz Lohnbänder – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-153",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-154",
    "slug": "wok-g-154",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.4",
    "indicator_family": "Transparenz Lohnbänder",
    "item": "Transparenz Lohnbänder – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-G-154",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-167",
    "slug": "wok-s-167",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Barrierefreiheit",
    "item": "Barrierefreiheit – Living Wage",
    "definition": "Abdeckung Lebenslohn",
    "unit": "% Beschäftigte",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Beschäftigte ≥ Living Wage (zertifizierte Methodik).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥95:+3; 80–94:+2; 60–79:0; 40–59:‑2; <40:‑3",
    "bm": 69.5,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-167",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Beschäftigte",
      "Polarity_(BM)": "higher_is_better",
      "BM": 69.5,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 39.999999,
      "B2": 59.999999,
      "B3": 79.999999,
      "B4": 94.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 69.5,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-168",
    "slug": "wok-s-168",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Barrierefreiheit",
    "item": "Barrierefreiheit – Tarifbindung",
    "definition": "Beschäftigte unter Kollektivvertrag",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-168",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-S-169",
    "slug": "wok-s-169",
    "category": "S / Soziales",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Barrierefreiheit",
    "item": "Barrierefreiheit – LTIFR",
    "definition": "Arbeitsunfälle pro Mio Stunden",
    "unit": "Unfälle/Mio Std.",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S1, GRI 401/403/405/406, ILO",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ILO_FUNDAMENTAL_PRINCIPLES"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.ilo.org/declaration"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "rate_per_million_hours",
    "numerator_denominator": "Zähler: meldepflichtige Arbeitsunfälle mit Ausfallzeit; Nenner: geleistete Arbeitsstunden; Wert = Zähler / Nenner * 1.000.000.",
    "calculation_original": "LTIFR = Unfälle mit Ausfallzeit / 1 Mio. Std. (ILO/GRI 403).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-S-169",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Unfälle/Mio Std.",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.ilo.org/declaration",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-122",
    "slug": "wok-sc-122",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.b",
    "indicator_family": "Fairer Zugang Lieferanten (SME)",
    "item": "Fairer Zugang Lieferanten (SME) – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2; GRI 308/414/408/409",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-122",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-123",
    "slug": "wok-sc-123",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.b",
    "indicator_family": "Fairer Zugang Lieferanten (SME)",
    "item": "Fairer Zugang Lieferanten (SME) – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-123",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-124",
    "slug": "wok-sc-124",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.b",
    "indicator_family": "Fairer Zugang Lieferanten (SME)",
    "item": "Fairer Zugang Lieferanten (SME) – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-124",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-128",
    "slug": "wok-sys-128",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Regionale Gerechtigkeit",
    "item": "Regionale Gerechtigkeit – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-128",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-129",
    "slug": "wok-sys-129",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Regionale Gerechtigkeit",
    "item": "Regionale Gerechtigkeit – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-129",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-130",
    "slug": "wok-sys-130",
    "category": "SYS / System",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.2",
    "indicator_family": "Regionale Gerechtigkeit",
    "item": "Regionale Gerechtigkeit – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-130",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-155",
    "slug": "wok-g-155",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.3",
    "indicator_family": "Responsible Marketing (keine Exklusion)",
    "item": "Responsible Marketing (keine Exklusion) – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-155",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-156",
    "slug": "wok-g-156",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.3",
    "indicator_family": "Responsible Marketing (keine Exklusion)",
    "item": "Responsible Marketing (keine Exklusion) – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-156",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-157",
    "slug": "wok-g-157",
    "category": "G / Governance",
    "mpd_dimension": "Mensch",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 10 – Ungleichheiten",
    "target": "10.3",
    "indicator_family": "Responsible Marketing (keine Exklusion)",
    "item": "Responsible Marketing (keine Exklusion) – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-157",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-116",
    "slug": "wok-re-116",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Gebäudeenergiebedarf",
    "item": "Gebäudeenergiebedarf – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-116",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-117",
    "slug": "wok-re-117",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Gebäudeenergiebedarf",
    "item": "Gebäudeenergiebedarf – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-117",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-118",
    "slug": "wok-re-118",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Gebäudeenergiebedarf",
    "item": "Gebäudeenergiebedarf – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-118",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-119",
    "slug": "wok-re-119",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.2",
    "indicator_family": "ÖPNV‑Erreichbarkeit",
    "item": "ÖPNV‑Erreichbarkeit – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-119",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-120",
    "slug": "wok-re-120",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.2",
    "indicator_family": "ÖPNV‑Erreichbarkeit",
    "item": "ÖPNV‑Erreichbarkeit – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-120",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-121",
    "slug": "wok-re-121",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.2",
    "indicator_family": "ÖPNV‑Erreichbarkeit",
    "item": "ÖPNV‑Erreichbarkeit – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "Stadt/GIS",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-121",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-155",
    "slug": "wok-e-155",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Luftqualitätsbeitrag",
    "item": "Luftqualitätsbeitrag – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-155",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-156",
    "slug": "wok-e-156",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Luftqualitätsbeitrag",
    "item": "Luftqualitätsbeitrag – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-156",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-157",
    "slug": "wok-e-157",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Luftqualitätsbeitrag",
    "item": "Luftqualitätsbeitrag – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-157",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-158",
    "slug": "wok-e-158",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Abfallmanagement Stadt",
    "item": "Abfallmanagement Stadt – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "E38 Entsorgung",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-158",
      "NACE2": "E38",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-159",
    "slug": "wok-e-159",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Abfallmanagement Stadt",
    "item": "Abfallmanagement Stadt – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Recyclingquote = stofflich verwertete Menge / Gesamtabfall.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "E38 Entsorgung",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-159",
      "NACE2": "E38",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-160",
    "slug": "wok-e-160",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Abfallmanagement Stadt",
    "item": "Abfallmanagement Stadt – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Gefährlicher Abfall‑Intensität = Gefährlicher Abfall / Output bzw. Umsatz.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "E38 Entsorgung",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-160",
      "NACE2": "E38",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-119",
    "slug": "wok-p-119",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.c",
    "indicator_family": "Sichere Bauprodukte",
    "item": "Sichere Bauprodukte – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-119",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-120",
    "slug": "wok-p-120",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.c",
    "indicator_family": "Sichere Bauprodukte",
    "item": "Sichere Bauprodukte – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-120",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-121",
    "slug": "wok-p-121",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.c",
    "indicator_family": "Sichere Bauprodukte",
    "item": "Sichere Bauprodukte – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-121",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-131",
    "slug": "wok-sys-131",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.4",
    "indicator_family": "Kultur & Teilhabe",
    "item": "Kultur & Teilhabe – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-131",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-132",
    "slug": "wok-sys-132",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.4",
    "indicator_family": "Kultur & Teilhabe",
    "item": "Kultur & Teilhabe – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-132",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-133",
    "slug": "wok-sys-133",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.4",
    "indicator_family": "Kultur & Teilhabe",
    "item": "Kultur & Teilhabe – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-133",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-161",
    "slug": "wok-e-161",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.7",
    "indicator_family": "Stadtgrün/Flächenversiegelung",
    "item": "Stadtgrün/Flächenversiegelung – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-161",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-162",
    "slug": "wok-e-162",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.7",
    "indicator_family": "Stadtgrün/Flächenversiegelung",
    "item": "Stadtgrün/Flächenversiegelung – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-162",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-163",
    "slug": "wok-e-163",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.7",
    "indicator_family": "Stadtgrün/Flächenversiegelung",
    "item": "Stadtgrün/Flächenversiegelung – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-163",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-158",
    "slug": "wok-g-158",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.3",
    "indicator_family": "Partizipation/Transparenz Stadtprojekte",
    "item": "Partizipation/Transparenz Stadtprojekte – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-158",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-159",
    "slug": "wok-g-159",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.3",
    "indicator_family": "Partizipation/Transparenz Stadtprojekte",
    "item": "Partizipation/Transparenz Stadtprojekte – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-159",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-160",
    "slug": "wok-g-160",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.3",
    "indicator_family": "Partizipation/Transparenz Stadtprojekte",
    "item": "Partizipation/Transparenz Stadtprojekte – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-160",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-164",
    "slug": "wok-e-164",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Lärm‑Exposition",
    "item": "Lärm‑Exposition – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-164",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-165",
    "slug": "wok-e-165",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Lärm‑Exposition",
    "item": "Lärm‑Exposition – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-165",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-166",
    "slug": "wok-e-166",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Stadt/Wohnen/Infrastruktur",
    "sdg_or_sdgplus": "SDG 11 – Städte",
    "target": "11.6",
    "indicator_family": "Lärm‑Exposition",
    "item": "Lärm‑Exposition – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-166",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-167",
    "slug": "wok-e-167",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Materialintensität",
    "item": "Materialintensität – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-167",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-168",
    "slug": "wok-e-168",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Materialintensität",
    "item": "Materialintensität – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Recyclingquote = stofflich verwertete Menge / Gesamtabfall.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-168",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-169",
    "slug": "wok-e-169",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Materialintensität",
    "item": "Materialintensität – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Gefährlicher Abfall‑Intensität = Gefährlicher Abfall / Output bzw. Umsatz.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-169",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-170",
    "slug": "wok-e-170",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "Abfallvermeidung",
    "item": "Abfallvermeidung – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-170",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-171",
    "slug": "wok-e-171",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "Abfallvermeidung",
    "item": "Abfallvermeidung – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Recyclingquote = stofflich verwertete Menge / Gesamtabfall.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-171",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-172",
    "slug": "wok-e-172",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "Abfallvermeidung",
    "item": "Abfallvermeidung – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Gefährlicher Abfall‑Intensität = Gefährlicher Abfall / Output bzw. Umsatz.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-172",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-122",
    "slug": "wok-p-122",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "PCF/Reparierbarkeit/Rücknahme",
    "item": "PCF/Reparierbarkeit/Rücknahme – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-122",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-123",
    "slug": "wok-p-123",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "PCF/Reparierbarkeit/Rücknahme",
    "item": "PCF/Reparierbarkeit/Rücknahme – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-123",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-124",
    "slug": "wok-p-124",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "PCF/Reparierbarkeit/Rücknahme",
    "item": "PCF/Reparierbarkeit/Rücknahme – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-124",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-125",
    "slug": "wok-sc-125",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "Lieferkette – Zirkularität",
    "item": "Lieferkette – Zirkularität – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-125",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-126",
    "slug": "wok-sc-126",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "Lieferkette – Zirkularität",
    "item": "Lieferkette – Zirkularität – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-126",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-127",
    "slug": "wok-sc-127",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.5",
    "indicator_family": "Lieferkette – Zirkularität",
    "item": "Lieferkette – Zirkularität – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-127",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-161",
    "slug": "wok-g-161",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.4",
    "indicator_family": "Chemikaliensicherheit",
    "item": "Chemikaliensicherheit – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-161",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-162",
    "slug": "wok-g-162",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.4",
    "indicator_family": "Chemikaliensicherheit",
    "item": "Chemikaliensicherheit – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-162",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-163",
    "slug": "wok-g-163",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.4",
    "indicator_family": "Chemikaliensicherheit",
    "item": "Chemikaliensicherheit – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-163",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-173",
    "slug": "wok-e-173",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Wasserintensität Produkte",
    "item": "Wasserintensität Produkte – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-173",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-174",
    "slug": "wok-e-174",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Wasserintensität Produkte",
    "item": "Wasserintensität Produkte – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-174",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-175",
    "slug": "wok-e-175",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Wasserintensität Produkte",
    "item": "Wasserintensität Produkte – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-175",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-176",
    "slug": "wok-e-176",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Energieintensität Produkte",
    "item": "Energieintensität Produkte – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-176",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-177",
    "slug": "wok-e-177",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Energieintensität Produkte",
    "item": "Energieintensität Produkte – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-177",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-178",
    "slug": "wok-e-178",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.2",
    "indicator_family": "Energieintensität Produkte",
    "item": "Energieintensität Produkte – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-178",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-134",
    "slug": "wok-sys-134",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.8",
    "indicator_family": "Konsumententransparenz",
    "item": "Konsumententransparenz – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-134",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-135",
    "slug": "wok-sys-135",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.8",
    "indicator_family": "Konsumententransparenz",
    "item": "Konsumententransparenz – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-135",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-136",
    "slug": "wok-sys-136",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.8",
    "indicator_family": "Konsumententransparenz",
    "item": "Konsumententransparenz – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-136",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-104",
    "slug": "wok-pol-104",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.6",
    "indicator_family": "Taxonomie‑Konformität",
    "item": "Taxonomie‑Konformität – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-104",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-105",
    "slug": "wok-pol-105",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.6",
    "indicator_family": "Taxonomie‑Konformität",
    "item": "Taxonomie‑Konformität – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-105",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-106",
    "slug": "wok-pol-106",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 12 – Konsum/Produktion",
    "target": "12.6",
    "indicator_family": "Taxonomie‑Konformität",
    "item": "Taxonomie‑Konformität – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-106",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-179",
    "slug": "wok-e-179",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "THG‑Emissionen Scope 1/2/Intensität",
    "item": "THG‑Emissionen Scope 1/2/Intensität – Scope 1",
    "definition": "Direkte Emissionen aus eigenen Quellen",
    "unit": "t CO₂e/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Summe direkter Emissionen gem. GHG Protocol Scope 1.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='SBTi 1,5°C:+3; <2°C:+2; Branchenmittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "SBTi 1,5°C:+3; <2°C:+2; Branchenmittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-179",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "t CO₂e/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-180",
    "slug": "wok-e-180",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "THG‑Emissionen Scope 1/2/Intensität",
    "item": "THG‑Emissionen Scope 1/2/Intensität – Scope 2",
    "definition": "Indirekte Emissionen (eingekaufter Strom/Wärme)",
    "unit": "t CO₂e/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Summe direkter Emissionen gem. GHG Protocol Scope 1.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='SBTi 1,5°C:+3; <2°C:+2; Branchenmittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "SBTi 1,5°C:+3; <2°C:+2; Branchenmittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-180",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "t CO₂e/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-181",
    "slug": "wok-e-181",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "THG‑Emissionen Scope 1/2/Intensität",
    "item": "THG‑Emissionen Scope 1/2/Intensität – Intensität",
    "definition": "Emissionen je Output/Umsatz",
    "unit": "t CO₂e/€ Mio bzw. t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Summe direkter Emissionen gem. GHG Protocol Scope 1.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-181",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "t CO₂e/€ Mio bzw. t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-128",
    "slug": "wok-sc-128",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.3",
    "indicator_family": "Scope‑3 Datenqualität",
    "item": "Scope‑3 Datenqualität – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-128",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-129",
    "slug": "wok-sc-129",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.3",
    "indicator_family": "Scope‑3 Datenqualität",
    "item": "Scope‑3 Datenqualität – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-129",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-130",
    "slug": "wok-sc-130",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.3",
    "indicator_family": "Scope‑3 Datenqualität",
    "item": "Scope‑3 Datenqualität – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-130",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-182",
    "slug": "wok-e-182",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Interne CO₂‑Bepreisung",
    "item": "Interne CO₂‑Bepreisung – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-182",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-183",
    "slug": "wok-e-183",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Interne CO₂‑Bepreisung",
    "item": "Interne CO₂‑Bepreisung – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-183",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-184",
    "slug": "wok-e-184",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Interne CO₂‑Bepreisung",
    "item": "Interne CO₂‑Bepreisung – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-184",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-185",
    "slug": "wok-e-185",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Erneuerbarer Strom",
    "item": "Erneuerbarer Strom – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-185",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-186",
    "slug": "wok-e-186",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Erneuerbarer Strom",
    "item": "Erneuerbarer Strom – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-186",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-187",
    "slug": "wok-e-187",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Erneuerbarer Strom",
    "item": "Erneuerbarer Strom – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-187",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-125",
    "slug": "wok-p-125",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Produktlebenszyklus CO₂",
    "item": "Produktlebenszyklus CO₂ – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-125",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-126",
    "slug": "wok-p-126",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Produktlebenszyklus CO₂",
    "item": "Produktlebenszyklus CO₂ – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-126",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-127",
    "slug": "wok-p-127",
    "category": "P / Produkt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Produktlebenszyklus CO₂",
    "item": "Produktlebenszyklus CO₂ – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-127",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-164",
    "slug": "wok-g-164",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Klimagovernance/TCFD",
    "item": "Klimagovernance/TCFD – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-164",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-165",
    "slug": "wok-g-165",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Klimagovernance/TCFD",
    "item": "Klimagovernance/TCFD – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-165",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-166",
    "slug": "wok-g-166",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "Klimagovernance/TCFD",
    "item": "Klimagovernance/TCFD – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-166",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-137",
    "slug": "wok-sys-137",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.3",
    "indicator_family": "Klimapartnerschaften",
    "item": "Klimapartnerschaften – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-137",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-138",
    "slug": "wok-sys-138",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.3",
    "indicator_family": "Klimapartnerschaften",
    "item": "Klimapartnerschaften – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-138",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-139",
    "slug": "wok-sys-139",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.3",
    "indicator_family": "Klimapartnerschaften",
    "item": "Klimapartnerschaften – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-139",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-188",
    "slug": "wok-e-188",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.1",
    "indicator_family": "Physisches Klimarisiko",
    "item": "Physisches Klimarisiko – Green R&D",
    "definition": "Anteil F&E für grüne Technologien",
    "unit": "% Umsatz",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "OECD_FRASCATI",
      "EPO_PATSTAT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3",
    "bm": 1.95,
    "bm_150pct": 2.925,
    "bm_250pct": 4.875,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-188",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Umsatz",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.999999,
      "B3": 2.999999,
      "B4": 4.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-189",
    "slug": "wok-e-189",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.1",
    "indicator_family": "Physisches Klimarisiko",
    "item": "Physisches Klimarisiko – SDG‑Patente",
    "definition": "Anteil SDG‑relevanter Patente",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "OECD_FRASCATI",
      "EPO_PATSTAT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3",
    "bm": 17.0,
    "bm_150pct": 25.5,
    "bm_250pct": 42.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-189",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 17,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 4.999999,
      "B2": 9.999999,
      "B3": 24.999999,
      "B4": 39.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 17.0,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-190",
    "slug": "wok-e-190",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.1",
    "indicator_family": "Physisches Klimarisiko",
    "item": "Physisches Klimarisiko – Prozess‑Effizienz",
    "definition": "Energie/Emission je Einheit",
    "unit": "kWh/t bzw. t CO₂e/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-190",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/t bzw. t CO₂e/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-107",
    "slug": "wok-pol-107",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "TSC‑Grenzen (Klima)",
    "item": "TSC‑Grenzen (Klima) – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-107",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-108",
    "slug": "wok-pol-108",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "TSC‑Grenzen (Klima)",
    "item": "TSC‑Grenzen (Klima) – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-108",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-109",
    "slug": "wok-pol-109",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 13 – Klima",
    "target": "13.2",
    "indicator_family": "TSC‑Grenzen (Klima)",
    "item": "TSC‑Grenzen (Klima) – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-109",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-191",
    "slug": "wok-e-191",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Nährstoffeintrag",
    "item": "Nährstoffeintrag – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-191",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-192",
    "slug": "wok-e-192",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Nährstoffeintrag",
    "item": "Nährstoffeintrag – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-192",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-193",
    "slug": "wok-e-193",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Nährstoffeintrag",
    "item": "Nährstoffeintrag – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-193",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-194",
    "slug": "wok-e-194",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Plastikgranulat‑Verlust",
    "item": "Plastikgranulat‑Verlust – Abfallintensität",
    "definition": "Abfallmenge je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Netzverluste = (Einspeisung – Abgabe) / Einspeisung.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-194",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-195",
    "slug": "wok-e-195",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Plastikgranulat‑Verlust",
    "item": "Plastikgranulat‑Verlust – Recyclingquote",
    "definition": "Anteil verwerteter Abfälle",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Netzverluste = (Einspeisung – Abgabe) / Einspeisung.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-195",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-196",
    "slug": "wok-e-196",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Plastikgranulat‑Verlust",
    "item": "Plastikgranulat‑Verlust – Gefährlicher Abfall",
    "definition": "Gefährlicher Abfall je Output",
    "unit": "kg/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Netzverluste = (Einspeisung – Abgabe) / Einspeisung.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-196",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-197",
    "slug": "wok-e-197",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.2",
    "indicator_family": "Meeresschutz‑Net Gain",
    "item": "Meeresschutz‑Net Gain – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-197",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-198",
    "slug": "wok-e-198",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.2",
    "indicator_family": "Meeresschutz‑Net Gain",
    "item": "Meeresschutz‑Net Gain – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-198",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-199",
    "slug": "wok-e-199",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.2",
    "indicator_family": "Meeresschutz‑Net Gain",
    "item": "Meeresschutz‑Net Gain – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-199",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-131",
    "slug": "wok-sc-131",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.4",
    "indicator_family": "Fischerei‑Lieferketten",
    "item": "Fischerei‑Lieferketten – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-131",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-132",
    "slug": "wok-sc-132",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.4",
    "indicator_family": "Fischerei‑Lieferketten",
    "item": "Fischerei‑Lieferketten – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-132",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-133",
    "slug": "wok-sc-133",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.4",
    "indicator_family": "Fischerei‑Lieferketten",
    "item": "Fischerei‑Lieferketten – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-133",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-167",
    "slug": "wok-g-167",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Abwasser Compliance Küsten",
    "item": "Abwasser Compliance Küsten – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-167",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-168",
    "slug": "wok-g-168",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Abwasser Compliance Küsten",
    "item": "Abwasser Compliance Küsten – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-168",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-169",
    "slug": "wok-g-169",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Abwasser Compliance Küsten",
    "item": "Abwasser Compliance Küsten – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-G-169",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-140",
    "slug": "wok-sys-140",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.a",
    "indicator_family": "Meeres‑Kooperationen",
    "item": "Meeres‑Kooperationen – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-140",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-141",
    "slug": "wok-sys-141",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.a",
    "indicator_family": "Meeres‑Kooperationen",
    "item": "Meeres‑Kooperationen – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-141",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-142",
    "slug": "wok-sys-142",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.a",
    "indicator_family": "Meeres‑Kooperationen",
    "item": "Meeres‑Kooperationen – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-142",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-200",
    "slug": "wok-e-200",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Mikroplastik in Abwasser",
    "item": "Mikroplastik in Abwasser – Entnahme (WSI)",
    "definition": "Wasserentnahme × Wasserstressindex",
    "unit": "m³*WSI",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "∑(m³ Standort × WRI‑Aqueduct‑Stressfaktor).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-200",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "m³*WSI",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-201",
    "slug": "wok-e-201",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Mikroplastik in Abwasser",
    "item": "Mikroplastik in Abwasser – Reuse",
    "definition": "Anteil wiederverwendetes Prozesswasser",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-201",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-202",
    "slug": "wok-e-202",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "Mikroplastik in Abwasser",
    "item": "Mikroplastik in Abwasser – Abwasserqualität",
    "definition": "Proben > Grenzwert",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "reg_limit",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Anteil Proben > Grenzwert im Berichtszeitraum.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3', Polarity='lower_is_better', Archetype='reg_limit'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤50% Grenzwert:+3; ≤75%:+2; ≤100%:0; 101–120%:‑2; >120%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.2,
    "bm_250pct": 1.5,
    "benchmark_source": "default:reg_limit",
    "benchmark_status": "default:reg_limit",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-202",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5,
      "BM_source": "default:reg_limit",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 50.0,
      "B2": 75.0,
      "B3": 100.0,
      "B4": 120.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.2,
      "BM_250pct": 1.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-110",
    "slug": "wok-pol-110",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "DNSH Wasser",
    "item": "DNSH Wasser – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-110",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-111",
    "slug": "wok-pol-111",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "DNSH Wasser",
    "item": "DNSH Wasser – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-111",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-112",
    "slug": "wok-pol-112",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.1",
    "indicator_family": "DNSH Wasser",
    "item": "DNSH Wasser – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E3, WRI Aqueduct, ISO 14046 (Water Footprint)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "ISO_14046",
      "WRI_AQUEDUCT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://www.iso.org/standard/43263.html",
      "https://www.wri.org/aqueduct"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-112",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://www.iso.org/standard/43263.html\nhttps://www.wri.org/aqueduct",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-203",
    "slug": "wok-e-203",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.c",
    "indicator_family": "Schifffahrt Emissionen/Spill",
    "item": "Schifffahrt Emissionen/Spill – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-203",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-204",
    "slug": "wok-e-204",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.c",
    "indicator_family": "Schifffahrt Emissionen/Spill",
    "item": "Schifffahrt Emissionen/Spill – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-204",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-205",
    "slug": "wok-e-205",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Wasser",
    "sdg_or_sdgplus": "SDG 14 – Unter Wasser",
    "target": "14.c",
    "indicator_family": "Schifffahrt Emissionen/Spill",
    "item": "Schifffahrt Emissionen/Spill – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "ISO_IEC_27701"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://www.iso.org/standard/71670.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-205",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://www.iso.org/standard/71670.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-206",
    "slug": "wok-e-206",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Biodiversität Nettoeffekt",
    "item": "Biodiversität Nettoeffekt – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-206",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-207",
    "slug": "wok-e-207",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Biodiversität Nettoeffekt",
    "item": "Biodiversität Nettoeffekt – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-207",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-208",
    "slug": "wok-e-208",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Biodiversität Nettoeffekt",
    "item": "Biodiversität Nettoeffekt – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-E-208",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-134",
    "slug": "wok-sc-134",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.2",
    "indicator_family": "Entwaldungsfrei",
    "item": "Entwaldungsfrei – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2; GRI 308/414/408/409",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-134",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-135",
    "slug": "wok-sc-135",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.2",
    "indicator_family": "Entwaldungsfrei",
    "item": "Entwaldungsfrei – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-135",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-136",
    "slug": "wok-sc-136",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.2",
    "indicator_family": "Entwaldungsfrei",
    "item": "Entwaldungsfrei – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-136",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-209",
    "slug": "wok-e-209",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.1",
    "indicator_family": "Landumwandlung",
    "item": "Landumwandlung – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-209",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-210",
    "slug": "wok-e-210",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.1",
    "indicator_family": "Landumwandlung",
    "item": "Landumwandlung – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-210",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-211",
    "slug": "wok-e-211",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.1",
    "indicator_family": "Landumwandlung",
    "item": "Landumwandlung – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-211",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-170",
    "slug": "wok-g-170",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Naturschutz‑Compliance",
    "item": "Naturschutz‑Compliance – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "compliance_index",
    "numerator_denominator": "Wert = erfüllte Kriterien / anwendbare Kriterien oder Auditstatus; Verstöße separat als rote Linie kennzeichnen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-170",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-171",
    "slug": "wok-g-171",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Naturschutz‑Compliance",
    "item": "Naturschutz‑Compliance – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-171",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-172",
    "slug": "wok-g-172",
    "category": "G / Governance",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Naturschutz‑Compliance",
    "item": "Naturschutz‑Compliance – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-172",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-212",
    "slug": "wok-e-212",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.3",
    "indicator_family": "Bodenversiegelung",
    "item": "Bodenversiegelung – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-212",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-213",
    "slug": "wok-e-213",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.3",
    "indicator_family": "Bodenversiegelung",
    "item": "Bodenversiegelung – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-213",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-214",
    "slug": "wok-e-214",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.3",
    "indicator_family": "Bodenversiegelung",
    "item": "Bodenversiegelung – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-214",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-143",
    "slug": "wok-sys-143",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Kooperationen Naturschutz",
    "item": "Kooperationen Naturschutz – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-143",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-144",
    "slug": "wok-sys-144",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Kooperationen Naturschutz",
    "item": "Kooperationen Naturschutz – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-144",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-145",
    "slug": "wok-sys-145",
    "category": "SYS / System",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "Kooperationen Naturschutz",
    "item": "Kooperationen Naturschutz – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-145",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-215",
    "slug": "wok-e-215",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.8",
    "indicator_family": "Invasive Arten Management",
    "item": "Invasive Arten Management – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-215",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-216",
    "slug": "wok-e-216",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.8",
    "indicator_family": "Invasive Arten Management",
    "item": "Invasive Arten Management – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-216",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-217",
    "slug": "wok-e-217",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.8",
    "indicator_family": "Invasive Arten Management",
    "item": "Invasive Arten Management – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-217",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-113",
    "slug": "wok-pol-113",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "DNSH Biodiversität",
    "item": "DNSH Biodiversität – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-113",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-114",
    "slug": "wok-pol-114",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "DNSH Biodiversität",
    "item": "DNSH Biodiversität – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-114",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-115",
    "slug": "wok-pol-115",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.5",
    "indicator_family": "DNSH Biodiversität",
    "item": "DNSH Biodiversität – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Nettoeffekt Biodiv: Net Gain/No Net Loss‑Bilanz (Projekt).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-115",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-218",
    "slug": "wok-e-218",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.2",
    "indicator_family": "Wiederaufforstung/Restoration",
    "item": "Wiederaufforstung/Restoration – Nettoeffekt",
    "definition": "Net Gain/No Net Loss/Net Loss",
    "unit": "Qualitativ → Klasse",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_biodiversity",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Net Gain:+3; No Net Loss:0; Net Loss:‑2/‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-218",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Qualitativ → Klasse",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-219",
    "slug": "wok-e-219",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.2",
    "indicator_family": "Wiederaufforstung/Restoration",
    "item": "Wiederaufforstung/Restoration – Landumwandlung",
    "definition": "Neue Flächen mit hohem Risiko",
    "unit": "ha/Jahr",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-219",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "ha/Jahr",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-220",
    "slug": "wok-e-220",
    "category": "E / Umwelt",
    "mpd_dimension": "Planet",
    "core_field": "Biodiversität/Boden",
    "sdg_or_sdgplus": "SDG 15 – An Land",
    "target": "15.2",
    "indicator_family": "Wiederaufforstung/Restoration",
    "item": "Wiederaufforstung/Restoration – Deforestationsfrei",
    "definition": "Anteil deforestationsfreie Rohstoffe",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E4, CBD/GBF, EN 15978 (Bau)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "CBD_GBF",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.cbd.int/gbf",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-220",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.cbd.int/gbf\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-173",
    "slug": "wok-g-173",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.5",
    "indicator_family": "Antikorruption",
    "item": "Antikorruption – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-173",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-174",
    "slug": "wok-g-174",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.5",
    "indicator_family": "Antikorruption",
    "item": "Antikorruption – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-174",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-175",
    "slug": "wok-g-175",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.5",
    "indicator_family": "Antikorruption",
    "item": "Antikorruption – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-175",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-176",
    "slug": "wok-g-176",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Whistleblowing‑Wirksamkeit",
    "item": "Whistleblowing‑Wirksamkeit – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-176",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-177",
    "slug": "wok-g-177",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Whistleblowing‑Wirksamkeit",
    "item": "Whistleblowing‑Wirksamkeit – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-177",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-178",
    "slug": "wok-g-178",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Whistleblowing‑Wirksamkeit",
    "item": "Whistleblowing‑Wirksamkeit – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-178",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-179",
    "slug": "wok-g-179",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.10",
    "indicator_family": "Datenschutz/IT‑Sicherheit",
    "item": "Datenschutz/IT‑Sicherheit – Datenschutzvorfälle",
    "definition": "Fälle pro 1 Mio Kunden",
    "unit": "Fälle/Mio",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-179",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/Mio",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-180",
    "slug": "wok-g-180",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.10",
    "indicator_family": "Datenschutz/IT‑Sicherheit",
    "item": "Datenschutz/IT‑Sicherheit – Privacy by Design",
    "definition": "Abdeckung relevanter Features/Produkte",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-180",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-181",
    "slug": "wok-g-181",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Gesundheit & Sicherheit",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.10",
    "indicator_family": "Datenschutz/IT‑Sicherheit",
    "item": "Datenschutz/IT‑Sicherheit – Security Reifegrad",
    "definition": "ISO/27001 Reifegrad",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-181",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-146",
    "slug": "wok-sys-146",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Demokratie‑/Rechtsstaat‑Exposure",
    "item": "Demokratie‑/Rechtsstaat‑Exposure – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-146",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-147",
    "slug": "wok-sys-147",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Demokratie‑/Rechtsstaat‑Exposure",
    "item": "Demokratie‑/Rechtsstaat‑Exposure – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-147",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-148",
    "slug": "wok-sys-148",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Demokratie‑/Rechtsstaat‑Exposure",
    "item": "Demokratie‑/Rechtsstaat‑Exposure – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-148",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-182",
    "slug": "wok-g-182",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Transparente Beschaffung",
    "item": "Transparente Beschaffung – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-182",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-183",
    "slug": "wok-g-183",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Transparente Beschaffung",
    "item": "Transparente Beschaffung – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-183",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-184",
    "slug": "wok-g-184",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Transparente Beschaffung",
    "item": "Transparente Beschaffung – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-184",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-137",
    "slug": "wok-sc-137",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.7",
    "indicator_family": "Responsible Sourcing (Governance)",
    "item": "Responsible Sourcing (Governance) – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-137",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-138",
    "slug": "wok-sc-138",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.7",
    "indicator_family": "Responsible Sourcing (Governance)",
    "item": "Responsible Sourcing (Governance) – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-138",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-139",
    "slug": "wok-sc-139",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.7",
    "indicator_family": "Responsible Sourcing (Governance)",
    "item": "Responsible Sourcing (Governance) – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-139",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-185",
    "slug": "wok-g-185",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Steuertransparenz/CbCR",
    "item": "Steuertransparenz/CbCR – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-185",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-186",
    "slug": "wok-g-186",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Steuertransparenz/CbCR",
    "item": "Steuertransparenz/CbCR – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-186",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-187",
    "slug": "wok-g-187",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.6",
    "indicator_family": "Steuertransparenz/CbCR",
    "item": "Steuertransparenz/CbCR – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-187",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-149",
    "slug": "wok-sys-149",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.7",
    "indicator_family": "Zivilgesellschaft‑Partnerschaften",
    "item": "Zivilgesellschaft‑Partnerschaften – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-149",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-150",
    "slug": "wok-sys-150",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.7",
    "indicator_family": "Zivilgesellschaft‑Partnerschaften",
    "item": "Zivilgesellschaft‑Partnerschaften – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-150",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-151",
    "slug": "wok-sys-151",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.7",
    "indicator_family": "Zivilgesellschaft‑Partnerschaften",
    "item": "Zivilgesellschaft‑Partnerschaften – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-151",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-116",
    "slug": "wok-pol-116",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.10",
    "indicator_family": "Reg‑Konformität (DSA/AI‑Act)",
    "item": "Reg‑Konformität (DSA/AI‑Act) – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-116",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-117",
    "slug": "wok-pol-117",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.10",
    "indicator_family": "Reg‑Konformität (DSA/AI‑Act)",
    "item": "Reg‑Konformität (DSA/AI‑Act) – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-117",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-118",
    "slug": "wok-pol-118",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 16 – Institutionen",
    "target": "16.10",
    "indicator_family": "Reg‑Konformität (DSA/AI‑Act)",
    "item": "Reg‑Konformität (DSA/AI‑Act) – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-118",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-152",
    "slug": "wok-sys-152",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Systemische Kooperationen",
    "item": "Systemische Kooperationen – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-152",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-153",
    "slug": "wok-sys-153",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Systemische Kooperationen",
    "item": "Systemische Kooperationen – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-153",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-154",
    "slug": "wok-sys-154",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Systemische Kooperationen",
    "item": "Systemische Kooperationen – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-154",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-140",
    "slug": "wok-sc-140",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.16",
    "indicator_family": "Lieferketten‑Transparenz",
    "item": "Lieferketten‑Transparenz – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-140",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-141",
    "slug": "wok-sc-141",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.16",
    "indicator_family": "Lieferketten‑Transparenz",
    "item": "Lieferketten‑Transparenz – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-141",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-142",
    "slug": "wok-sc-142",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.16",
    "indicator_family": "Lieferketten‑Transparenz",
    "item": "Lieferketten‑Transparenz – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-142",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-188",
    "slug": "wok-g-188",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.1",
    "indicator_family": "Steuertransparenz",
    "item": "Steuertransparenz – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-188",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-189",
    "slug": "wok-g-189",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.1",
    "indicator_family": "Steuertransparenz",
    "item": "Steuertransparenz – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-189",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-190",
    "slug": "wok-g-190",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.1",
    "indicator_family": "Steuertransparenz",
    "item": "Steuertransparenz – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-190",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-155",
    "slug": "wok-sys-155",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.18",
    "indicator_family": "Open Data/Transparenz",
    "item": "Open Data/Transparenz – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-155",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-156",
    "slug": "wok-sys-156",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.18",
    "indicator_family": "Open Data/Transparenz",
    "item": "Open Data/Transparenz – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-156",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-157",
    "slug": "wok-sys-157",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.18",
    "indicator_family": "Open Data/Transparenz",
    "item": "Open Data/Transparenz – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-157",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-191",
    "slug": "wok-g-191",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Multi‑Stakeholder‑Governance",
    "item": "Multi‑Stakeholder‑Governance – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-191",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-192",
    "slug": "wok-g-192",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Multi‑Stakeholder‑Governance",
    "item": "Multi‑Stakeholder‑Governance – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-192",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-193",
    "slug": "wok-g-193",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Multi‑Stakeholder‑Governance",
    "item": "Multi‑Stakeholder‑Governance – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-193",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-143",
    "slug": "wok-sc-143",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.11",
    "indicator_family": "Lokalisierung/SME‑Einbindung",
    "item": "Lokalisierung/SME‑Einbindung – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2; GRI 308/414/408/409",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-143",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-144",
    "slug": "wok-sc-144",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.11",
    "indicator_family": "Lokalisierung/SME‑Einbindung",
    "item": "Lokalisierung/SME‑Einbindung – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-144",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-145",
    "slug": "wok-sc-145",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.11",
    "indicator_family": "Lokalisierung/SME‑Einbindung",
    "item": "Lokalisierung/SME‑Einbindung – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-145",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-221",
    "slug": "wok-e-221",
    "category": "E / Umwelt",
    "mpd_dimension": "Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Gemeinsame Klimainitiativen",
    "item": "Gemeinsame Klimainitiativen – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-221",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-222",
    "slug": "wok-e-222",
    "category": "E / Umwelt",
    "mpd_dimension": "Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Gemeinsame Klimainitiativen",
    "item": "Gemeinsame Klimainitiativen – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-222",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-223",
    "slug": "wok-e-223",
    "category": "E / Umwelt",
    "mpd_dimension": "Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.17",
    "indicator_family": "Gemeinsame Klimainitiativen",
    "item": "Gemeinsame Klimainitiativen – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-223",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-128",
    "slug": "wok-p-128",
    "category": "P / Produkt",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.6",
    "indicator_family": "Offene Standards/Interoperabilität",
    "item": "Offene Standards/Interoperabilität – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-128",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-129",
    "slug": "wok-p-129",
    "category": "P / Produkt",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.6",
    "indicator_family": "Offene Standards/Interoperabilität",
    "item": "Offene Standards/Interoperabilität – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-129",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-130",
    "slug": "wok-p-130",
    "category": "P / Produkt",
    "mpd_dimension": "Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.6",
    "indicator_family": "Offene Standards/Interoperabilität",
    "item": "Offene Standards/Interoperabilität – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-130",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-119",
    "slug": "wok-pol-119",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.19",
    "indicator_family": "Taxonomie‑Reporting",
    "item": "Taxonomie‑Reporting – Spezifische Emissionen",
    "definition": "CO₂e je kWh (LCA)",
    "unit": "g CO₂e/kWh",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "EU_TAXONOMY",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤100:+3; 101–250:0; >250:‑2', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤100:+3; 101–250:0; >250:‑2",
    "bm": 175.5,
    "bm_150pct": 263.25,
    "bm_250pct": 438.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-POL-119",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "g CO₂e/kWh",
      "Polarity_(BM)": "lower_is_better",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 100.0,
      "B2": 250.0,
      "B3": 1000000000.0,
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": 3.0,
      "S2": 0.0,
      "S3": -2.0,
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 175.5,
      "BM_150pct": 263.25,
      "BM_250pct": 438.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-120",
    "slug": "wok-pol-120",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.19",
    "indicator_family": "Taxonomie‑Reporting",
    "item": "Taxonomie‑Reporting – DNSH‑Konformität",
    "definition": "‚Do No Significant Harm‘ erfüllt",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-120",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-POL-121",
    "slug": "wok-pol-121",
    "category": "POL / Politik/Regulatorik",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "SDG 17 – Partnerschaften",
    "target": "17.19",
    "indicator_family": "Taxonomie‑Reporting",
    "item": "Taxonomie‑Reporting – TSC‑Schwellen",
    "definition": "Anteil unter technischen TSC‑Grenzen",
    "unit": "% Aktivitäten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "EU‑Taxonomie (TSC & DNSH)",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EU_TAXONOMY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EU‑Taxonomie: TSC erfüllt & DNSH + MSR; Anteil konformer Aktivitäten.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-POL-121",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Aktivitäten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/sustainable-finance/tools-and-standards/eu-taxonomy-sustainable-activities_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-158",
    "slug": "wok-sys-158",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Demokratie‑Index",
    "item": "Demokratie‑Index – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-158",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-159",
    "slug": "wok-sys-159",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Demokratie‑Index",
    "item": "Demokratie‑Index – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-159",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-160",
    "slug": "wok-sys-160",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Demokratie‑Index",
    "item": "Demokratie‑Index – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-160",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-161",
    "slug": "wok-sys-161",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Pressefreiheit‑Exposure",
    "item": "Pressefreiheit‑Exposure – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-161",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-162",
    "slug": "wok-sys-162",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Pressefreiheit‑Exposure",
    "item": "Pressefreiheit‑Exposure – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-162",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-163",
    "slug": "wok-sys-163",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Pressefreiheit‑Exposure",
    "item": "Pressefreiheit‑Exposure – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-163",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-194",
    "slug": "wok-g-194",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Transparenz/Anti‑Korruption",
    "item": "Transparenz/Anti‑Korruption – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-194",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-195",
    "slug": "wok-g-195",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Transparenz/Anti‑Korruption",
    "item": "Transparenz/Anti‑Korruption – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-195",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-196",
    "slug": "wok-g-196",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Transparenz/Anti‑Korruption",
    "item": "Transparenz/Anti‑Korruption – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-196",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-164",
    "slug": "wok-sys-164",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Civic Tech / Open Gov",
    "item": "Civic Tech / Open Gov – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-164",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-165",
    "slug": "wok-sys-165",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Civic Tech / Open Gov",
    "item": "Civic Tech / Open Gov – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-165",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-166",
    "slug": "wok-sys-166",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Civic Tech / Open Gov",
    "item": "Civic Tech / Open Gov – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-166",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-197",
    "slug": "wok-g-197",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Unabhängigkeit Aufsicht",
    "item": "Unabhängigkeit Aufsicht – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-197",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-198",
    "slug": "wok-g-198",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Unabhängigkeit Aufsicht",
    "item": "Unabhängigkeit Aufsicht – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-198",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-199",
    "slug": "wok-g-199",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Unabhängigkeit Aufsicht",
    "item": "Unabhängigkeit Aufsicht – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-199",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-146",
    "slug": "wok-sc-146",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Lieferkette in Autokratien",
    "item": "Lieferkette in Autokratien – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-146",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-147",
    "slug": "wok-sc-147",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Lieferkette in Autokratien",
    "item": "Lieferkette in Autokratien – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-147",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-148",
    "slug": "wok-sc-148",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Demokratie",
    "target": "—",
    "indicator_family": "Lieferkette in Autokratien",
    "item": "Lieferkette in Autokratien – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-148",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-167",
    "slug": "wok-sys-167",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Medien‑Konzentration",
    "item": "Medien‑Konzentration – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-167",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-168",
    "slug": "wok-sys-168",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Medien‑Konzentration",
    "item": "Medien‑Konzentration – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-168",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-169",
    "slug": "wok-sys-169",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Medien‑Konzentration",
    "item": "Medien‑Konzentration – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-169",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-170",
    "slug": "wok-sys-170",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Brand Safety",
    "item": "Brand Safety – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-170",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-171",
    "slug": "wok-sys-171",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Brand Safety",
    "item": "Brand Safety – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-171",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-172",
    "slug": "wok-sys-172",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Brand Safety",
    "item": "Brand Safety – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-172",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-200",
    "slug": "wok-g-200",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Unabhängigkeit Redaktion/Boards",
    "item": "Unabhängigkeit Redaktion/Boards – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-200",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-201",
    "slug": "wok-g-201",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Unabhängigkeit Redaktion/Boards",
    "item": "Unabhängigkeit Redaktion/Boards – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-201",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-202",
    "slug": "wok-g-202",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Unabhängigkeit Redaktion/Boards",
    "item": "Unabhängigkeit Redaktion/Boards – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-202",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-173",
    "slug": "wok-sys-173",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Faktenchecks/Transparenz",
    "item": "Faktenchecks/Transparenz – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-173",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-174",
    "slug": "wok-sys-174",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Faktenchecks/Transparenz",
    "item": "Faktenchecks/Transparenz – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-174",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-175",
    "slug": "wok-sys-175",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Faktenchecks/Transparenz",
    "item": "Faktenchecks/Transparenz – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-175",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-203",
    "slug": "wok-g-203",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Werberegulierung/DSA",
    "item": "Werberegulierung/DSA – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-203",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-204",
    "slug": "wok-g-204",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Werberegulierung/DSA",
    "item": "Werberegulierung/DSA – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-204",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-205",
    "slug": "wok-g-205",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Werberegulierung/DSA",
    "item": "Werberegulierung/DSA – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-205",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-149",
    "slug": "wok-sc-149",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Verantwortliche Werbelieferkette",
    "item": "Verantwortliche Werbelieferkette – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-149",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-150",
    "slug": "wok-sc-150",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Verantwortliche Werbelieferkette",
    "item": "Verantwortliche Werbelieferkette – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-150",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-151",
    "slug": "wok-sc-151",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Medienvielfalt",
    "target": "—",
    "indicator_family": "Verantwortliche Werbelieferkette",
    "item": "Verantwortliche Werbelieferkette – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-151",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-176",
    "slug": "wok-sys-176",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Rule‑of‑Law Index",
    "item": "Rule‑of‑Law Index – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-176",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-177",
    "slug": "wok-sys-177",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Rule‑of‑Law Index",
    "item": "Rule‑of‑Law Index – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-177",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-178",
    "slug": "wok-sys-178",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Rule‑of‑Law Index",
    "item": "Rule‑of‑Law Index – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-178",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-206",
    "slug": "wok-g-206",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Compliance‑Verstöße",
    "item": "Compliance‑Verstöße – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "compliance_index",
    "numerator_denominator": "Wert = erfüllte Kriterien / anwendbare Kriterien oder Auditstatus; Verstöße separat als rote Linie kennzeichnen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-206",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-207",
    "slug": "wok-g-207",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Compliance‑Verstöße",
    "item": "Compliance‑Verstöße – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-207",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-208",
    "slug": "wok-g-208",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Compliance‑Verstöße",
    "item": "Compliance‑Verstöße – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-208",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-209",
    "slug": "wok-g-209",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Beschwerdemechanismen Wirksamkeit",
    "item": "Beschwerdemechanismen Wirksamkeit – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-209",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-210",
    "slug": "wok-g-210",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Beschwerdemechanismen Wirksamkeit",
    "item": "Beschwerdemechanismen Wirksamkeit – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-210",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-211",
    "slug": "wok-g-211",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Beschwerdemechanismen Wirksamkeit",
    "item": "Beschwerdemechanismen Wirksamkeit – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-211",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-152",
    "slug": "wok-sc-152",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Sorgfaltspflichten LkSG/EUDD",
    "item": "Sorgfaltspflichten LkSG/EUDD – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-152",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-153",
    "slug": "wok-sc-153",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Sorgfaltspflichten LkSG/EUDD",
    "item": "Sorgfaltspflichten LkSG/EUDD – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-153",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-154",
    "slug": "wok-sc-154",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Sorgfaltspflichten LkSG/EUDD",
    "item": "Sorgfaltspflichten LkSG/EUDD – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-154",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-212",
    "slug": "wok-g-212",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Transparenz Lobbying",
    "item": "Transparenz Lobbying – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-212",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-213",
    "slug": "wok-g-213",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Transparenz Lobbying",
    "item": "Transparenz Lobbying – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-213",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-214",
    "slug": "wok-g-214",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Transparenz Lobbying",
    "item": "Transparenz Lobbying – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-214",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-179",
    "slug": "wok-sys-179",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Strategische Klagen (SLAPP)",
    "item": "Strategische Klagen (SLAPP) – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ITU L.1300/L.1310, ETSI EN 305 200",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI",
      "ITU_GREEN_ICT",
      "ETSI_EN_305_200"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/",
      "https://www.itu.int/en/ITU-T/climatechange/Pages/default.aspx",
      "https://www.etsi.org/technologies/energy-efficiency"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-179",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/\nhttps://www.itu.int/en/ITU-T/climatechange/Pages/default.aspx\nhttps://www.etsi.org/technologies/energy-efficiency",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-180",
    "slug": "wok-sys-180",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Strategische Klagen (SLAPP)",
    "item": "Strategische Klagen (SLAPP) – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ITU L.1300/L.1310, ETSI EN 305 200",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI",
      "ITU_GREEN_ICT",
      "ETSI_EN_305_200"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/",
      "https://www.itu.int/en/ITU-T/climatechange/Pages/default.aspx",
      "https://www.etsi.org/technologies/energy-efficiency"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-180",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/\nhttps://www.itu.int/en/ITU-T/climatechange/Pages/default.aspx\nhttps://www.etsi.org/technologies/energy-efficiency",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-181",
    "slug": "wok-sys-181",
    "category": "SYS / System",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Rechtsstaat",
    "target": "—",
    "indicator_family": "Strategische Klagen (SLAPP)",
    "item": "Strategische Klagen (SLAPP) – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ITU L.1300/L.1310, ETSI EN 305 200",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI",
      "ITU_GREEN_ICT",
      "ETSI_EN_305_200"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/",
      "https://www.itu.int/en/ITU-T/climatechange/Pages/default.aspx",
      "https://www.etsi.org/technologies/energy-efficiency"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-181",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/\nhttps://www.itu.int/en/ITU-T/climatechange/Pages/default.aspx\nhttps://www.etsi.org/technologies/energy-efficiency",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-182",
    "slug": "wok-sys-182",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Hate‑Speech Inzidenz",
    "item": "Hate‑Speech Inzidenz – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-182",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-183",
    "slug": "wok-sys-183",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Hate‑Speech Inzidenz",
    "item": "Hate‑Speech Inzidenz – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-183",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-184",
    "slug": "wok-sys-184",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Hate‑Speech Inzidenz",
    "item": "Hate‑Speech Inzidenz – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-184",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-185",
    "slug": "wok-sys-185",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Moderations‑Transparenz",
    "item": "Moderations‑Transparenz – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-185",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-186",
    "slug": "wok-sys-186",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Moderations‑Transparenz",
    "item": "Moderations‑Transparenz – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-186",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-187",
    "slug": "wok-sys-187",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Moderations‑Transparenz",
    "item": "Moderations‑Transparenz – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-187",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-215",
    "slug": "wok-g-215",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Algorithmen‑Audit",
    "item": "Algorithmen‑Audit – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "compliance_index",
    "numerator_denominator": "Wert = erfüllte Kriterien / anwendbare Kriterien oder Auditstatus; Verstöße separat als rote Linie kennzeichnen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-215",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-216",
    "slug": "wok-g-216",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Algorithmen‑Audit",
    "item": "Algorithmen‑Audit – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-216",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-217",
    "slug": "wok-g-217",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Algorithmen‑Audit",
    "item": "Algorithmen‑Audit – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-G-217",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-188",
    "slug": "wok-sys-188",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Zugang marginalisierte Gruppen",
    "item": "Zugang marginalisierte Gruppen – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-188",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-189",
    "slug": "wok-sys-189",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Zugang marginalisierte Gruppen",
    "item": "Zugang marginalisierte Gruppen – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-189",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-190",
    "slug": "wok-sys-190",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Zugang marginalisierte Gruppen",
    "item": "Zugang marginalisierte Gruppen – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-190",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-218",
    "slug": "wok-g-218",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Werbe‑Ethik/Targeting",
    "item": "Werbe‑Ethik/Targeting – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-218",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-219",
    "slug": "wok-g-219",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Werbe‑Ethik/Targeting",
    "item": "Werbe‑Ethik/Targeting – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-219",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-220",
    "slug": "wok-g-220",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Werbe‑Ethik/Targeting",
    "item": "Werbe‑Ethik/Targeting – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-220",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-155",
    "slug": "wok-sc-155",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Creator‑Fairness in Ketten",
    "item": "Creator‑Fairness in Ketten – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2; GRI 308/414/408/409",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-155",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-156",
    "slug": "wok-sc-156",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Creator‑Fairness in Ketten",
    "item": "Creator‑Fairness in Ketten – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-156",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-157",
    "slug": "wok-sc-157",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Diskurskultur",
    "target": "—",
    "indicator_family": "Creator‑Fairness in Ketten",
    "item": "Creator‑Fairness in Ketten – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J58/J60/J63 Medien/Plattformen",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-157",
      "NACE2": "J58",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-221",
    "slug": "wok-g-221",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Business Continuity",
    "item": "Business Continuity – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-221",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-222",
    "slug": "wok-g-222",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Business Continuity",
    "item": "Business Continuity – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-222",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-223",
    "slug": "wok-g-223",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Business Continuity",
    "item": "Business Continuity – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-223",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-224",
    "slug": "wok-e-224",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Physisches Klimarisiko",
    "item": "Physisches Klimarisiko – Green R&D",
    "definition": "Anteil F&E für grüne Technologien",
    "unit": "% Umsatz",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "OECD_FRASCATI",
      "EPO_PATSTAT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4,9:+2; 1–2,9:0; 0,5–0,9:‑2; <0,5:‑3",
    "bm": 1.95,
    "bm_150pct": 2.925,
    "bm_250pct": 4.875,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-224",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Umsatz",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.999999,
      "B3": 2.999999,
      "B4": 4.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 1.95,
      "BM_150pct": 2.925,
      "BM_250pct": 4.875
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-225",
    "slug": "wok-e-225",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Physisches Klimarisiko",
    "item": "Physisches Klimarisiko – SDG‑Patente",
    "definition": "Anteil SDG‑relevanter Patente",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "OECD Frascati, PATSTAT",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "OECD_FRASCATI",
      "EPO_PATSTAT"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html",
      "https://www.epo.org/en/searching-for-patents/business/patstat"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥40:+3; 25–39:+2; 10–24:0; 5–9:‑2; <5:‑3",
    "bm": 17.0,
    "bm_150pct": 25.5,
    "bm_250pct": 42.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-225",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 17,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.oecd.org/en/publications/frascati-manual-2015_9789264239012-en.html\nhttps://www.epo.org/en/searching-for-patents/business/patstat",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 4.999999,
      "B2": 9.999999,
      "B3": 24.999999,
      "B4": 39.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 17.0,
      "BM_150pct": 25.5,
      "BM_250pct": 42.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-226",
    "slug": "wok-e-226",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Klima",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Physisches Klimarisiko",
    "item": "Physisches Klimarisiko – Prozess‑Effizienz",
    "definition": "Energie/Emission je Einheit",
    "unit": "kWh/t bzw. t CO₂e/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-226",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/t bzw. t CO₂e/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-224",
    "slug": "wok-g-224",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Cyber‑Resilienz",
    "item": "Cyber‑Resilienz – Datenschutzvorfälle",
    "definition": "Fälle pro 1 Mio Kunden",
    "unit": "Fälle/Mio",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-224",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/Mio",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-225",
    "slug": "wok-g-225",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Cyber‑Resilienz",
    "item": "Cyber‑Resilienz – Privacy by Design",
    "definition": "Abdeckung relevanter Features/Produkte",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-225",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-226",
    "slug": "wok-g-226",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Cyber‑Resilienz",
    "item": "Cyber‑Resilienz – Security Reifegrad",
    "definition": "ISO/27001 Reifegrad",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-226",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-158",
    "slug": "wok-sc-158",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Lieferketten‑Resilienz",
    "item": "Lieferketten‑Resilienz – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-158",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-159",
    "slug": "wok-sc-159",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Lieferketten‑Resilienz",
    "item": "Lieferketten‑Resilienz – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-159",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-160",
    "slug": "wok-sc-160",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Lieferketten‑Resilienz",
    "item": "Lieferketten‑Resilienz – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-160",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-191",
    "slug": "wok-sys-191",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Gemeinwesen‑Resilienz",
    "item": "Gemeinwesen‑Resilienz – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-191",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-192",
    "slug": "wok-sys-192",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Gemeinwesen‑Resilienz",
    "item": "Gemeinwesen‑Resilienz – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-192",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-193",
    "slug": "wok-sys-193",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Gemeinwesen‑Resilienz",
    "item": "Gemeinwesen‑Resilienz – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-193",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-122",
    "slug": "wok-re-122",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Kritische Infrastruktur Robustheit",
    "item": "Kritische Infrastruktur Robustheit – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-122",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-123",
    "slug": "wok-re-123",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Kritische Infrastruktur Robustheit",
    "item": "Kritische Infrastruktur Robustheit – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-123",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-124",
    "slug": "wok-re-124",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Resilienz",
    "target": "—",
    "indicator_family": "Kritische Infrastruktur Robustheit",
    "item": "Kritische Infrastruktur Robustheit – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "Stadt/GIS",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "H49 Verkehr",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-124",
      "NACE2": "H49",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-227",
    "slug": "wok-g-227",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "KI‑Risiko‑Assessments",
    "item": "KI‑Risiko‑Assessments – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-227",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-228",
    "slug": "wok-g-228",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "KI‑Risiko‑Assessments",
    "item": "KI‑Risiko‑Assessments – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-228",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-229",
    "slug": "wok-g-229",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "KI‑Risiko‑Assessments",
    "item": "KI‑Risiko‑Assessments – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-229",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-230",
    "slug": "wok-g-230",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Privacy by Design",
    "item": "Privacy by Design – Datenschutzvorfälle",
    "definition": "Fälle pro 1 Mio Kunden",
    "unit": "Fälle/Mio",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤1:+2; ≤3:0; ≤5:‑2; >5:‑3",
    "bm": 3.0,
    "bm_150pct": 4.5,
    "bm_250pct": 7.5,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-230",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/Mio",
      "Polarity_(BM)": "lower_is_better",
      "BM": 3,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 1.0,
      "B3": 3.0,
      "B4": 5.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 3.0,
      "BM_150pct": 4.5,
      "BM_250pct": 7.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-231",
    "slug": "wok-g-231",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Privacy by Design",
    "item": "Privacy by Design – Privacy by Design",
    "definition": "Abdeckung relevanter Features/Produkte",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; rote Linie/Assurance besonders prüfen",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-231",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-232",
    "slug": "wok-g-232",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Privacy by Design",
    "item": "Privacy by Design – Security Reifegrad",
    "definition": "ISO/27001 Reifegrad",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO/IEC 27001 & 27701, NIS2",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_IEC_27001",
      "ISO_IEC_27701",
      "EU_NIS2"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/27001",
      "https://www.iso.org/standard/71670.html",
      "https://digital-strategy.ec.europa.eu/en/policies/nis2-directive"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Vorfälle pro 1 Mio. Kunden (DSGVO/NIS2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-232",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/27001\nhttps://www.iso.org/standard/71670.html\nhttps://digital-strategy.ec.europa.eu/en/policies/nis2-directive",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-233",
    "slug": "wok-g-233",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Model Governance/Transparency",
    "item": "Model Governance/Transparency – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-233",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-234",
    "slug": "wok-g-234",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Model Governance/Transparency",
    "item": "Model Governance/Transparency – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-234",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-235",
    "slug": "wok-g-235",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Model Governance/Transparency",
    "item": "Model Governance/Transparency – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-235",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-194",
    "slug": "wok-sys-194",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Open Source/Standards",
    "item": "Open Source/Standards – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-194",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-195",
    "slug": "wok-sys-195",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Open Source/Standards",
    "item": "Open Source/Standards – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-195",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-196",
    "slug": "wok-sys-196",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Open Source/Standards",
    "item": "Open Source/Standards – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-196",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-161",
    "slug": "wok-sc-161",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Responsible Sourcing (Minerals)",
    "item": "Responsible Sourcing (Minerals) – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2; GRI 308/414/408/409",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-161",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-162",
    "slug": "wok-sc-162",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Responsible Sourcing (Minerals)",
    "item": "Responsible Sourcing (Minerals) – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-162",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-163",
    "slug": "wok-sc-163",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Responsible Sourcing (Minerals)",
    "item": "Responsible Sourcing (Minerals) – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-163",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-131",
    "slug": "wok-p-131",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Sichere/zugängliche Produkte",
    "item": "Sichere/zugängliche Produkte – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-131",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-132",
    "slug": "wok-p-132",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Sichere/zugängliche Produkte",
    "item": "Sichere/zugängliche Produkte – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-132",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-133",
    "slug": "wok-p-133",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "+ Technologie‑Verantwortung",
    "target": "—",
    "indicator_family": "Sichere/zugängliche Produkte",
    "item": "Sichere/zugängliche Produkte – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-133",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-197",
    "slug": "wok-sys-197",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "SDG‑Partnerschaften",
    "item": "SDG‑Partnerschaften – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-197",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-198",
    "slug": "wok-sys-198",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "SDG‑Partnerschaften",
    "item": "SDG‑Partnerschaften – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-198",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-199",
    "slug": "wok-sys-199",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "SDG‑Partnerschaften",
    "item": "SDG‑Partnerschaften – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-199",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-200",
    "slug": "wok-sys-200",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Open Data/XBRL",
    "item": "Open Data/XBRL – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-200",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-201",
    "slug": "wok-sys-201",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Open Data/XBRL",
    "item": "Open Data/XBRL – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-201",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-202",
    "slug": "wok-sys-202",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Open Data/XBRL",
    "item": "Open Data/XBRL – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-202",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-236",
    "slug": "wok-g-236",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Mehr‑Stakeholder‑Boards",
    "item": "Mehr‑Stakeholder‑Boards – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-236",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-237",
    "slug": "wok-g-237",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Mehr‑Stakeholder‑Boards",
    "item": "Mehr‑Stakeholder‑Boards – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-237",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-238",
    "slug": "wok-g-238",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Mehr‑Stakeholder‑Boards",
    "item": "Mehr‑Stakeholder‑Boards – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-238",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-164",
    "slug": "wok-sc-164",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Gemeinsame Due Diligence",
    "item": "Gemeinsame Due Diligence – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-164",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-165",
    "slug": "wok-sc-165",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Gemeinsame Due Diligence",
    "item": "Gemeinsame Due Diligence – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-165",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-166",
    "slug": "wok-sc-166",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Gemeinsame Due Diligence",
    "item": "Gemeinsame Due Diligence – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-166",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-227",
    "slug": "wok-e-227",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Branchen‑Dekarbonisierungs‑Initiativen",
    "item": "Branchen‑Dekarbonisierungs‑Initiativen – EE‑Anteil",
    "definition": "Anteil erneuerbarer Energien am Strombezug",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "EE‑Anteil = EE‑Strom (inkl. PPA/HKN) / Gesamtstrom.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90%:+3; 70–89%:+2; 50–69%:0; 30–49%:‑2; <30%:‑3",
    "bm": 50.0,
    "bm_150pct": 75.0,
    "bm_250pct": 100.0,
    "benchmark_source": "default:higher_is_better_pct",
    "benchmark_status": "default:higher_is_better_pct",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: strukturell vollständig; wissenschaftliche Validierung empfohlen",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-227",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 50,
      "BM_150pct": 75,
      "BM_250pct": 100,
      "BM_source": "default:higher_is_better_pct",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 50.0,
      "BM_150pct": 75.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-228",
    "slug": "wok-e-228",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Branchen‑Dekarbonisierungs‑Initiativen",
    "item": "Branchen‑Dekarbonisierungs‑Initiativen – Intensität",
    "definition": "Energie je Output/Umsatz",
    "unit": "kWh/€ Mio bzw. kWh/t",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-E-228",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/€ Mio bzw. kWh/t",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-E-229",
    "slug": "wok-e-229",
    "category": "E / Umwelt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Branchen‑Dekarbonisierungs‑Initiativen",
    "item": "Branchen‑Dekarbonisierungs‑Initiativen – Effizienz (PUE)*",
    "definition": "Effizienz Rechenzentrum/IT‑Betrieb (falls zutreffend)",
    "unit": "PUE",
    "polarity": "lower_is_better",
    "archetype": "pue",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_50001",
      "ISO_IEC_30134",
      "ISO_IEC_27701",
      "EU_EPBD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://www.iso.org/standard/71670.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "pue",
    "numerator_denominator": "PUE = Gesamtenergie Rechenzentrum / IT-Energie; Klimazone und Messzeitraum offenlegen.",
    "calculation_original": "PUE = Gesamtstrom RZ / IT‑Last (ISO/IEC 30134‑2).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3', Polarity='lower_is_better', Archetype='pue'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤1,2:+3; 1,21–1,4:+2; 1,41–1,6:0; 1,61–1,8:‑2; >1,8:‑3",
    "bm": 1.505,
    "bm_150pct": 2.2575,
    "bm_250pct": 3.7625,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-E-229",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "PUE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://www.iso.org/standard/71670.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.2,
      "B2": 1.4,
      "B3": 1.6,
      "B4": 1.8,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 1.505,
      "BM_150pct": 2.2575,
      "BM_250pct": 3.7625
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-134",
    "slug": "wok-p-134",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Interoperabilität/Standards",
    "item": "Interoperabilität/Standards – PCF",
    "definition": "CO₂‑Fußabdruck pro Einheit",
    "unit": "kg CO₂e/Einheit",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "EU_WEEE",
      "GERMANY_VERPACKG",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "PCF gemäß ISO 14067/PEF; Well‑to‑Gate + Nutzung falls zutreffend.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; ±Benchmark:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-P-134",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/Einheit",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-135",
    "slug": "wok-p-135",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Interoperabilität/Standards",
    "item": "Interoperabilität/Standards – Reparierbarkeit",
    "definition": "Reparierbarkeitsindex",
    "unit": "Score 0–10",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_score",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ISO 14067/14040/44 (LCA/PCF), PEF/EF 3.1, EU Reparierbarkeitsindex",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "ISO_14067",
      "GHG_PROTOCOL_PRODUCT",
      "PEF_EU"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.iso.org/standard/71206.html",
      "https://ghgprotocol.org/product-standard",
      "https://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "EU/FR‑Reparierbarkeitsindex: Zerlegbarkeit, Ersatzteile, Doku.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_score'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥8:+3; 6–7,9:+2; 4–5,9:0; 2–3,9:‑2; <2:‑3",
    "bm": 4.95,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-135",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Score 0–10",
      "Polarity_(BM)": "higher_is_better",
      "BM": 4.95,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.iso.org/standard/71206.html\nhttps://ghgprotocol.org/product-standard\nhttps://environment.ec.europa.eu/topics/circular-economy/product-environmental-footprint-method_en",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1.999999,
      "B2": 3.999999,
      "B3": 5.999999,
      "B4": 7.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 4.95,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-P-136",
    "slug": "wok-p-136",
    "category": "P / Produkt",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Ressourcen & Kreislauf",
    "sdg_or_sdgplus": "+ Kooperationen/Systemwandel",
    "target": "—",
    "indicator_family": "Interoperabilität/Standards",
    "item": "Interoperabilität/Standards – Rücknahme/Recycling",
    "definition": "Rücknahme‑/Recyclingquote",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E5, GRI 306, WEEE/VerpackG",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "EU_WEEE",
      "GERMANY_VERPACKG"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en",
      "https://www.gesetze-im-internet.de/verpackg/"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥70:+3; 50–69:+2; 30–49:0; 15–29:‑2; <15:‑3",
    "bm": 39.5,
    "bm_150pct": 59.25,
    "bm_250pct": 98.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "J61 Telekom; J62 IT; RZ",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-P-136",
      "NACE2": "J61",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://environment.ec.europa.eu/topics/waste-and-recycling/waste-electrical-and-electronic-equipment-weee_en\nhttps://www.gesetze-im-internet.de/verpackg/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 14.999999,
      "B2": 29.999999,
      "B3": 49.999999,
      "B4": 69.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 39.5,
      "BM_150pct": 59.25,
      "BM_250pct": 98.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-203",
    "slug": "wok-sys-203",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Kulturelle Teilhabe",
    "item": "Kulturelle Teilhabe – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-203",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-204",
    "slug": "wok-sys-204",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Kulturelle Teilhabe",
    "item": "Kulturelle Teilhabe – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-204",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-205",
    "slug": "wok-sys-205",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Kulturelle Teilhabe",
    "item": "Kulturelle Teilhabe – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-205",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-206",
    "slug": "wok-sys-206",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Vielfalt im Programm",
    "item": "Vielfalt im Programm – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-206",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-207",
    "slug": "wok-sys-207",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Vielfalt im Programm",
    "item": "Vielfalt im Programm – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-207",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-208",
    "slug": "wok-sys-208",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Vielfalt im Programm",
    "item": "Vielfalt im Programm – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-208",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-239",
    "slug": "wok-g-239",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Governance Kulturinstitutionen",
    "item": "Governance Kulturinstitutionen – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-239",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-240",
    "slug": "wok-g-240",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Governance Kulturinstitutionen",
    "item": "Governance Kulturinstitutionen – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-240",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-241",
    "slug": "wok-g-241",
    "category": "G / Governance",
    "mpd_dimension": "Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Governance Kulturinstitutionen",
    "item": "Governance Kulturinstitutionen – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-241",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-167",
    "slug": "wok-sc-167",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Faire Kultur‑Lieferketten",
    "item": "Faire Kultur‑Lieferketten – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-167",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-168",
    "slug": "wok-sc-168",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Faire Kultur‑Lieferketten",
    "item": "Faire Kultur‑Lieferketten – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-168",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-169",
    "slug": "wok-sc-169",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Faire Kultur‑Lieferketten",
    "item": "Faire Kultur‑Lieferketten – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-169",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-125",
    "slug": "wok-re-125",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Energie",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Niederschwellige Räume/Barrierefrei",
    "item": "Niederschwellige Räume/Barrierefrei – Betriebsenergie",
    "definition": "Endenergiebedarf",
    "unit": "kWh/m²a",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, ISO 50001 (EnMS), ISO/IEC 30134‑2 (PUE), EU EPBD",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "ISO_50001",
      "ISO_IEC_30134",
      "EU_EPBD",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.iso.org/iso-50001-energy-management.html",
      "https://www.iso.org/standard/63451.html",
      "https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top 15%:+3; +15–30%:+2; +31–60%:0; >+60%:‑2/‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-125",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kWh/m²a",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.iso.org/iso-50001-energy-management.html\nhttps://www.iso.org/standard/63451.html\nhttps://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-126",
    "slug": "wok-re-126",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Niederschwellige Räume/Barrierefrei",
    "item": "Niederschwellige Räume/Barrierefrei – Graue Emissionen",
    "definition": "Embodied Carbon (A1–A3)",
    "unit": "kg CO₂e/m²",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "benchmark_relative_calibration_required",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064",
      "ISO_14067",
      "EN_15978"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html",
      "https://www.iso.org/standard/71206.html",
      "https://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "emission_intensity",
    "numerator_denominator": "Wert = THG-Emissionen in CO₂e je funktionaler Einheit, Produktmenge, Umsatz oder Aktivität; Systemgrenze offenlegen.",
    "calculation_original": "Embodied Carbon gem. EN 15978 (A1–A3 ggf. A4–A5); kg CO₂e/m².",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "Top‑10%:+3; Mittel:0; >150%:‑2; >250%:‑3",
    "bm": 1.0,
    "bm_150pct": 1.5,
    "bm_250pct": 2.5,
    "benchmark_source": "default:lower_is_better_abs",
    "benchmark_status": "default:lower_is_better_abs",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-126",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "kg CO₂e/m²",
      "Polarity_(BM)": "lower_is_better",
      "BM": 1,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5,
      "BM_source": "default:lower_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html\nhttps://www.iso.org/standard/71206.html\nhttps://standards.iteh.ai/catalog/standards/cen/62c22cef-5666-4719-91f9-c21cb6aa11ae/en-15978-2011",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 1.0,
      "BM_150pct": 1.5,
      "BM_250pct": 2.5
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-RE-127",
    "slug": "wok-re-127",
    "category": "RE / Real Estate",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Niederschwellige Räume/Barrierefrei",
    "item": "Niederschwellige Räume/Barrierefrei – ÖPNV‑Erreichbarkeit",
    "definition": "Transit‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "Stadt/GIS",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,6–0,79:+2; 0,4–0,59:0; 0,2–0,39:‑2; <0,2:‑3",
    "bm": 0.495,
    "bm_150pct": 0.7424999999999999,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "L68 Immobilien; F41/F42 Bau",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-RE-127",
      "NACE2": "L68",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.199999,
      "B2": 0.399999,
      "B3": 0.599999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.495,
      "BM_150pct": 0.7424999999999999,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-209",
    "slug": "wok-sys-209",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Förderallianzen/Community",
    "item": "Förderallianzen/Community – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-209",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-210",
    "slug": "wok-sys-210",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Förderallianzen/Community",
    "item": "Förderallianzen/Community – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-210",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-211",
    "slug": "wok-sys-211",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Querschnitt",
    "sdg_or_sdgplus": "+ Kultur",
    "target": "—",
    "indicator_family": "Förderallianzen/Community",
    "item": "Förderallianzen/Community – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-211",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-212",
    "slug": "wok-sys-212",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Maschinenlesbare Offenlegung",
    "item": "Maschinenlesbare Offenlegung – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-212",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-213",
    "slug": "wok-sys-213",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Maschinenlesbare Offenlegung",
    "item": "Maschinenlesbare Offenlegung – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-213",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-214",
    "slug": "wok-sys-214",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Maschinenlesbare Offenlegung",
    "item": "Maschinenlesbare Offenlegung – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-214",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-242",
    "slug": "wok-g-242",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Steuer‑ & Finanztransparenz",
    "item": "Steuer‑ & Finanztransparenz – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "lower_is_better_metric",
    "numerator_denominator": "Wert = gemessene Belastung, Risiko- oder Intensitätskennzahl je funktionaler Einheit; niedriger ist besser.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-242",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-243",
    "slug": "wok-g-243",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Steuer‑ & Finanztransparenz",
    "item": "Steuer‑ & Finanztransparenz – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-243",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-244",
    "slug": "wok-g-244",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Steuer‑ & Finanztransparenz",
    "item": "Steuer‑ & Finanztransparenz – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS G1, GRI 205/207, OECD Anti‑Bribery",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_ANTI_BRIBERY"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/corruption/oecdantibriberyconvention.htm"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-244",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/corruption/oecdantibriberyconvention.htm",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-170",
    "slug": "wok-sc-170",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Lieferkette Daten‑Coverage",
    "item": "Lieferkette Daten‑Coverage – ESG‑Spend‑Coverage",
    "definition": "Anteil verifizierter ESG‑Daten am Spend",
    "unit": "%",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥90:+3; 70–89:+2; 50–69:0; 30–49:‑2; <30:‑3",
    "bm": 59.5,
    "bm_150pct": 89.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-170",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "higher_is_better",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 29.999999,
      "B2": 49.999999,
      "B3": 69.999999,
      "B4": 89.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 59.5,
      "BM_150pct": 89.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-171",
    "slug": "wok-sc-171",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Arbeit & Fairness",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Lieferkette Daten‑Coverage",
    "item": "Lieferkette Daten‑Coverage – Kinder/Zwangsarbeit",
    "definition": "Audits ohne Verstöße",
    "unit": "% Lieferanten",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥98:+3; 90–97:+2; 75–89:0; 50–74:‑2; <50:‑3",
    "bm": 82.0,
    "bm_150pct": 100.0,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-SC-171",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Lieferanten",
      "Polarity_(BM)": "higher_is_better",
      "BM": 82,
      "BM_150pct": 100,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 49.999999,
      "B2": 74.999999,
      "B3": 89.999999,
      "B4": 97.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 82.0,
      "BM_150pct": 100.0,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SC-172",
    "slug": "wok-sc-172",
    "category": "SC / Lieferkette",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Lieferkette Daten‑Coverage",
    "item": "Lieferkette Daten‑Coverage – Scope‑3 Daten",
    "definition": "Primärdaten‑Abdeckung",
    "unit": "% Kategorien",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_pct",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS E1, GHG Protocol (Corporate/Scope 1–3), ISO 14064/14067",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GHG_PROTOCOL_SCOPE3",
      "GHG_PROTOCOL_PRODUCT",
      "ISO_14064"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://ghgprotocol.org/corporate-value-chain-scope-3-standard",
      "https://ghgprotocol.org/product-standard",
      "https://www.iso.org/standard/66453.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Quote = Zähler / Nenner gemäß Quelle; in %.",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3', Polarity='higher_is_better', Archetype='higher_is_better_pct'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥80:+3; 60–79:+2; 40–59:0; 20–39:‑2; <20:‑3",
    "bm": 49.5,
    "bm_150pct": 74.25,
    "bm_250pct": 100.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "C20 Chemie; C24 Stahl; C29 Fahrzeuge",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "",
    "benchmark": {
      "WOK_ID": "WOK-SC-172",
      "NACE2": "C20",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "% Kategorien",
      "Polarity_(BM)": "higher_is_better",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://ghgprotocol.org/corporate-value-chain-scope-3-standard\nhttps://ghgprotocol.org/product-standard\nhttps://www.iso.org/standard/66453.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 19.999999,
      "B2": 39.999999,
      "B3": 59.999999,
      "B4": 79.999999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 49.5,
      "BM_150pct": 74.25,
      "BM_250pct": 100.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-215",
    "slug": "wok-sys-215",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Impact‑APIs/Standards",
    "item": "Impact‑APIs/Standards – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-215",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-216",
    "slug": "wok-sys-216",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Impact‑APIs/Standards",
    "item": "Impact‑APIs/Standards – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-216",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-217",
    "slug": "wok-sys-217",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Impact‑APIs/Standards",
    "item": "Impact‑APIs/Standards – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-217",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-245",
    "slug": "wok-g-245",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Audit‑Assurance Abdeckung",
    "item": "Audit‑Assurance Abdeckung – Antikorruption",
    "definition": "Bestätigte Fälle/1.000 FTE",
    "unit": "Fälle/1.000 FTE",
    "polarity": "lower_is_better",
    "archetype": "near_zero_better",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3', Polarity='lower_is_better', Archetype='near_zero_better'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "0:+3; ≤0,2:+2; ≤0,5:0; ≤1:‑2; >1:‑3",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 1.25,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-245",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "Fälle/1.000 FTE",
      "Polarity_(BM)": "lower_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.0,
      "B2": 0.2,
      "B3": 0.5,
      "B4": 1.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 1.25
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-246",
    "slug": "wok-g-246",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Audit‑Assurance Abdeckung",
    "item": "Audit‑Assurance Abdeckung – Whistleblowing",
    "definition": "Wirksamkeits‑Score",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,9:+3; 0,75–0,89:+2; 0,6–0,74:0; 0,4–0,59:‑2; <0,4:‑3",
    "bm": 0.6699999999999999,
    "bm_150pct": 1.0,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Ja",
    "assurance_level_required": "hoch: externe Prüfung / reasonable assurance für kritische Risiken",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen. Rote Linie/Nichtkompensation prüfen; keine Durchschnittskompensation zulassen.",
    "benchmark": {
      "WOK_ID": "WOK-G-246",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.6699999999999999,
      "BM_150pct": 1,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.399999,
      "B2": 0.599999,
      "B3": 0.749999,
      "B4": 0.899999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.6699999999999999,
      "BM_150pct": 1.0,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "red line",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-G-247",
    "slug": "wok-g-247",
    "category": "G / Governance",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Audit‑Assurance Abdeckung",
    "item": "Audit‑Assurance Abdeckung – Steuertransparenz",
    "definition": "CbCR‑Offenlegung",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "qualitative_ordinal",
    "source_detail_original": "ESRS S2, GRI 308/414, OECD Due Diligence",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "EC_CSRD",
      "EFRAG_ESRS_SET1",
      "EFRAG_ESRS_IG",
      "GRI_STANDARDS",
      "GRI_DOWNLOAD",
      "OECD_RBC_DD"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en",
      "https://xbrl.efrag.org/e-esrs/esrs-set1-2023.html",
      "https://www.efrag.org/en/projects/esrs-implementation-guidance-documents",
      "https://www.globalreporting.org/standards/",
      "https://www.globalreporting.org/standards/download-the-standards/",
      "https://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html"
    ],
    "source_specificity": "standard_family_and_topic_mapped: exakte Disclosure-/Datapoint-ID ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "vollständig:+3; teilweise:+2; minimal:0; schlecht:‑2",
    "bm": 0.5,
    "bm_150pct": 0.75,
    "bm_250pct": 0.9,
    "benchmark_source": "default:higher_is_better_abs",
    "benchmark_status": "default:higher_is_better_abs",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: limited assurance, später reasonable assurance je Relevanz",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-G-247",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9,
      "BM_source": "default:higher_is_better_abs",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://finance.ec.europa.eu/financial-markets/company-reporting-and-auditing/company-reporting/corporate-sustainability-reporting_en\nhttps://xbrl.efrag.org/e-esrs/esrs-set1-2023.html\nhttps://www.efrag.org/en/projects/esrs-implementation-guidance-documents\nhttps://www.globalreporting.org/standards/\nhttps://www.globalreporting.org/standards/download-the-standards/\nhttps://www.oecd.org/en/publications/oecd-due-diligence-guidance-for-responsible-business-conduct_15f5f4b3-en.html",
      "Benchmark_Method": "Benchmark nach angegebener Quelle",
      "Empirical_Status": "source_specific_or_manual",
      "Calibration_Note": "Quelle und Erhebungsjahr im Review ergänzen."
    },
    "scorecard": {
      "B1": "",
      "B2": "",
      "B3": "",
      "B4": "",
      "B5": "",
      "B6": "",
      "S1": "",
      "S2": "",
      "S3": "",
      "S4": "",
      "S5": "",
      "S6": "",
      "BM": 0.5,
      "BM_150pct": 0.75,
      "BM_250pct": 0.9
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "qualitative review required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-218",
    "slug": "wok-sys-218",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Publikations‑Backlog (OA)",
    "item": "Publikations‑Backlog (OA) – Index",
    "definition": "umsatzgewichteter Index (z. B. Demokratie/Rule of Law)",
    "unit": "0–1",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "index_0_1",
    "numerator_denominator": "Wert = gewichteter Kriterienindex von 0 bis 1; Kriterien, Gewichtung und Nachweis je WÖk-ID offenlegen.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥0,8:+3; 0,7–0,79:+2; 0,6–0,69:0; 0,5–0,59:‑2; <0,5:‑3",
    "bm": 0.645,
    "bm_150pct": 0.9675,
    "bm_250pct": 1.0,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-218",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "0–1",
      "Polarity_(BM)": "higher_is_better",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 0.499999,
      "B2": 0.599999,
      "B3": 0.699999,
      "B4": 0.799999,
      "B5": 1000000000.0,
      "B6": "",
      "S1": -3.0,
      "S2": -2.0,
      "S3": 0.0,
      "S4": 2.0,
      "S5": 3.0,
      "S6": "",
      "BM": 0.645,
      "BM_150pct": 0.9675,
      "BM_250pct": 1.0
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-219",
    "slug": "wok-sys-219",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Publikations‑Backlog (OA)",
    "item": "Publikations‑Backlog (OA) – Exposure",
    "definition": "Umsatz in Hochrisikoländern",
    "unit": "%",
    "polarity": "lower_is_better",
    "archetype": "lower_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SROI/SDG17",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "share_percent",
    "numerator_denominator": "Zähler: erfüllte / abgedeckte Fälle; Nenner: relevante Grundgesamtheit; Wert = Zähler / Nenner * 100.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3', Polarity='lower_is_better', Archetype='lower_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≤5:+3; 6–10:+2; 11–20:0; 21–30:‑2; >30:‑3",
    "bm": 15.5,
    "bm_150pct": 23.25,
    "bm_250pct": 38.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-219",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "%",
      "Polarity_(BM)": "lower_is_better",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 5.0,
      "B2": 10.0,
      "B3": 20.0,
      "B4": 30.0,
      "B5": 1000000000.0,
      "B6": "",
      "S1": 3.0,
      "S2": 2.0,
      "S3": 0.0,
      "S4": -2.0,
      "S5": -3.0,
      "S6": "",
      "BM": 15.5,
      "BM_150pct": 23.25,
      "BM_250pct": 38.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  },
  {
    "id": "WOK-SYS-220",
    "slug": "wok-sys-220",
    "category": "SYS / System",
    "mpd_dimension": "Mensch/Planet/Demokratie",
    "core_field": "Governance & Demokratie",
    "sdg_or_sdgplus": "+ Transparenz/Open Data",
    "target": "—",
    "indicator_family": "Publikations‑Backlog (OA)",
    "item": "Publikations‑Backlog (OA) – Kooperationen",
    "definition": "aktive, evaluierte Partnerschaften/Jahr",
    "unit": "#/Jahr",
    "polarity": "higher_is_better",
    "archetype": "higher_is_better_abs",
    "scoring_mode": "threshold_numeric_and_benchmark",
    "source_detail_original": "SDG 16/17, WJP, V‑Dem",
    "source_ids": [
      "UN_SDG_GOALS",
      "UN_SDG_INDICATORS",
      "UN_SDG_METADATA",
      "EUROSTAT_NACE",
      "WJP_RULE_OF_LAW",
      "VDEM",
      "SOCIAL_VALUE_SROI"
    ],
    "source_urls": [
      "https://sdgs.un.org/goals",
      "https://unstats.un.org/sdgs/indicators/indicators-list/",
      "https://unstats.un.org/sdgs/metadata/",
      "https://ec.europa.eu/eurostat/web/nace",
      "https://worldjusticeproject.org/rule-of-law-index/",
      "https://www.v-dem.net/data/",
      "https://www.socialvalueint.org/"
    ],
    "source_specificity": "family_level_mapped: exakte Offenlegungsziffer/Paragraph je Quelle im nächsten Review ergänzen",
    "measurement_type": "indicator_specific",
    "numerator_denominator": "Wert gemäß definierter Messgröße; Zähler, Nenner, Einheit, Systemgrenze und Zeitraum je WÖk-ID dokumentieren.",
    "calculation_original": "Siehe Quelle: Definition gemäß Standard (ESRS/GRI/Taxonomie/ISO).",
    "calculation_formula_plain": "AutoScore = ScoreByThreshold(Messwert, Schwellen='≥5:+3; 3–4:+2; 1–2:0; 0:‑2', Polarity='higher_is_better', Archetype='higher_is_better_abs'). BenchmarkScore = ScoreByBenchmark(Messwert, BM, BM_150pct, BM_250pct). FinalScore = MIN(AutoScore, BenchmarkScore, RedLineScore). Tax_Rate = WUStG-Mapping(FinalScore).",
    "thresholds": "≥5:+3; 3–4:+2; 1–2:0; 0:‑2",
    "bm": 1.5,
    "bm_150pct": 2.25,
    "bm_250pct": 3.75,
    "benchmark_source": "threshold:0-class",
    "benchmark_status": "synthetisch aus WUStG-Schwellen abgeleitet; für Forschung/Pilot nutzbar, vor amtlicher Nutzung empirisch kalibrieren",
    "nace_examples": "G47 Handel; K Versicherungen; M72 F&E",
    "non_compensation_red_line": "Nein",
    "assurance_level_required": "mittel: fachliche Plausibilisierung und Quellenprüfung",
    "data_quality_minimum": "Quelle + Einheit + Systemgrenze + Zeitraum + Prüfnachweis; bei Datenlücke konservative Default-/Proxylogik markieren",
    "update_cadence": "mind. jährlich; kritische Produkt-/Lieferkettendaten bei wesentlicher Änderung",
    "publication_readiness": "public_research: operationalisierbar; empirische Benchmark-Kalibrierung erforderlich",
    "editorial_note": "Absolute Kennzahl: benötigt sektor-/kontextbezogenen Benchmark; v2.1 vermeidet universelle Scheinschwellen.",
    "benchmark": {
      "WOK_ID": "WOK-SYS-220",
      "NACE2": "G47",
      "Region": "EU",
      "Tech/Klasse": "",
      "Einheit_(BM)": "#/Jahr",
      "Polarity_(BM)": "higher_is_better",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75,
      "BM_source": "threshold:0-class",
      "Benchmark_Source_URLs": "https://sdgs.un.org/goals\nhttps://unstats.un.org/sdgs/indicators/indicators-list/\nhttps://unstats.un.org/sdgs/metadata/\nhttps://ec.europa.eu/eurostat/web/nace\nhttps://worldjusticeproject.org/rule-of-law-index/\nhttps://www.v-dem.net/data/\nhttps://www.socialvalueint.org/",
      "Benchmark_Method": "BM aus 0-Klasse der Schwellen abgeleitet; BM_150pct/BM_250pct als Pilot-Transformationspunkte",
      "Empirical_Status": "synthetic_threshold_derived",
      "Calibration_Note": "Für wissenschaftliche Veröffentlichung transparent brauchbar; für amtliche Anwendung je NACE/Sektor empirisch kalibrieren."
    },
    "scorecard": {
      "B1": 1e-06,
      "B2": 2.999999,
      "B3": 4.999999,
      "B4": 1000000000.0,
      "B5": "",
      "B6": "",
      "S1": -2.0,
      "S2": 0.0,
      "S3": 2.0,
      "S4": 3.0,
      "S5": "",
      "S6": "",
      "BM": 1.5,
      "BM_150pct": 2.25,
      "BM_250pct": 3.75
    },
    "badges": [
      "public research",
      "not official",
      "formula-ready",
      "benchmark calibration required",
      "source mapped",
      "exact disclosure missing"
    ]
  }
]
