{
  "tool_id": "art-93-fuzzy-match-calibration-scorer",
  "kernel_id": "art-93-fuzzy-match-calibration-scorer",
  "display_name": "Fuzzy-Match Calibration Scorer",
  "tool_version": "1.0.0",
  "mandate_type": "model_governance",
  "purpose": "Given a config (algorithm, threshold) and a synthetic labelled name-pair set, computes FPR/recall/F1, scores threshold quality, and recommends calibration. No real names -- synthetic fixtures only.",
  "control_description": "Given a config (algorithm, threshold) and a synthetic labelled name-pair set, computes FPR/recall/F1, scores threshold quality, and recommends calibration. No real names -- synthetic fixtures only.",
  "declared_inputs": [
    "art-90-sanctions-screening-fit-diagnostic"
  ],
  "declared_outputs": [
    "art-97-sanctions-screening-quality-scorer",
    "cry-05-agent-action-audit-trail-aggregator"
  ],
  "kernel_digest": "sha256:280862d6b27e8364c05290b99e446bb8938364dc1c03fb90835464743ef0cdc8",
  "trust_label": "independently verified: zkVM execution proof (risc0/groth16-bn254)",
  "data_vintage": "2026-07-10",
  "last_validated": "2026-07-10",
  "conformance_fixtures_vendored": false,
  "compute_proof_ready": "ready",
  "wave": 19,
  "source_url": "https://ainumbers.co/chaingraph/art-93-fuzzy-match-calibration-scorer.html",
  "generated_at": "2026-08-15T11:12:17.704Z"
}