{
  "candidate_count": 396,
  "benchmark_rows": 44441,
  "benchmark_unique_stems": 41508,
  "quarantine_policy": "QIMMA prompts are read only from isolated evaluation artifacts. Temporary plain-text exports are deleted after scanning; deliverables contain only task/id-derived hashes and similarity scores.",
  "normalization": "NFKC, Arabic diacritics/tatweel removal, alef/ya normalization",
  "fuzzy_method": "RapidFuzz WRatio on normalized question stems",
  "semantic_model": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
  "thresholds": {
    "fuzzy": 92.0,
    "semantic_cosine": 0.92
  },
  "exact_matches": 0,
  "flagged_for_manual_review": 0,
  "max_fuzzy_score": 90.0,
  "max_semantic_score": 0.886279
}