{ "threshold": 0.42, "threshold_explanation": "Prompts at or above the threshold are treated as trigger matches. Final scores combine token overlap, positive-token bonuses, negative-token penalties, and explicit negative-pattern penalties. Scores near the threshold should be reviewed as boundary cases.", "false_positives": 0, "false_negatives": 0, "precision": 1.0, "recall": 1.0, "bucket_stats": { "should_trigger": { "total": 8, "passed": 8, "pass_rate": 1.0 }, "should_not_trigger": { "total": 7, "passed": 7, "pass_rate": 1.0 }, "near_neighbor": { "total": 7, "passed": 7, "pass_rate": 1.0 } }, "comparison": { "baseline_false_positives": 0, "baseline_false_negatives": 8, "improved_false_positives": 0, "improved_false_negatives": 0, "false_positive_delta": 0, "false_negative_delta": -8, "baseline_precision": null, "improved_precision": 1.0, "baseline_recall": 0.0, "improved_recall": 1.0 } }