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Edit-Candidate Ranker Report

| condition | CER | delta pp | changed | better/same/worse | |---|---:|---:|---:|---:| | baseline | 0.3421 | +0.00 | 0 | 0/0/0 | | oracle_any | 0.2832 | -5.89 | 274 | 274/0/0 | | ranker | 0.2957 | -4.63 | 274 | 255/19/0 | | ranker_preserve | 0.3199 | -2.22 | 140 | 124/16/0 |

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| condition | CER | delta pp | changed | better/same/worse | |---|---:|---:|---:|---:| | baseline | 0.3421 | +0.00 | 0 | 0/0/0 | | oracle_any | 0.2832 | -5.89 | 274 | 274/0/0 | | ranker | 0.2957 | -4.63 | 274 | 255/19/0 | | ranker_preserve | 0.3199 | -2.22 | 140 | 124/16/0 | Validation AUC: 0.9305039335757725 Validation AP: 0.8784072602172582 Test AUC: 0.9391017940743587 Test AP: 0.8967641446536138 This is a held-out test of the deterministic candidate-ranker architecture. The oracle remains non-deployable because it uses references. The ranker uses only candidate features. Artifacts: `experiments/acoustic_gate/overnight/edit_candidate_ranker_v1/ranker_report.json`, `experiments/acoustic_gate/overnight/edit_candidate_ranker_v1/test_decisions.jsonl`.

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