{
  "tool_id": "art-97-sanctions-screening-quality-scorer",
  "note": "golden_hash empty until first `node golden-parity.test.mjs --update`.",
  "vectors": [
    {
      "name": "default-inputs",
      "policy_parameters": {},
      "output_payload": {
        "program_grade": "F",
        "composite_pct": 16,
        "component_scores": {
          "list_coverage": 20,
          "match_calibration": 20,
          "alert_tuning": 30,
          "escalation_workflow": 0,
          "model_validation": 0
        },
        "component_weights": {
          "list_coverage": 25,
          "match_calibration": 25,
          "alert_tuning": 20,
          "escalation_workflow": 15,
          "model_validation": 15
        },
        "improvement_priorities": [
          {
            "dimension": "escalation_workflow",
            "current_score": 0,
            "action": "Define and document alert review SLA and escalation path"
          },
          {
            "dimension": "model_validation",
            "current_score": 0,
            "action": "Commission independent model validation of the screening engine"
          },
          {
            "dimension": "list_coverage",
            "current_score": 20,
            "action": "Run sanc-list-coverage chain — remediate missing lists and nexus gaps"
          },
          {
            "dimension": "match_calibration",
            "current_score": 20,
            "action": "Run sanc-fuzzy-calibration chain — calibrate threshold to minimise false negatives"
          },
          {
            "dimension": "alert_tuning",
            "current_score": 30,
            "action": "Review alert generation rules — calibrate suppression rules to reduce false positives without reducing recall"
          }
        ],
        "wolfsberg_note": "Wolfsberg Sanctions Screening Guidance (2019) sets benchmarks across list coverage, match quality, alert management, and governance. Verify current guidance version.",
        "reference_version": "2026-06",
        "note": "DECISION-SUPPORT DRAFT. Program grades reflect inputs only — comprehensive assessment requires examination of underlying evidence. Verify Wolfsberg/FATF/OFAC/OFSI guidance for current expectations."
      },
      "golden_hash": "b7fcd9093f1ad067460a9ac113d0b3ceeadd7231d5c837c9d674585737e8125c"
    }
  ]
}