| { | |
| "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 | |
| } |