{ "auto_tune": true, "codebase_root": ".", "corpus_source": "codebase", "generated_at": "2026-03-06T15:45:57.456781+00:00", "include_oracle": false, "max_constraints": 6, "methods": { "instructed": { "avg_f1": 0.4627481121534755, "avg_precision": 1.0, "avg_recall": 0.3849464137584758, "exact_match_rate": 0.23333333333333334, "queries": 60.0 }, "naive": { "avg_f1": 0.42538759196322323, "avg_precision": 0.5160696692628963, "avg_recall": 0.6566925088632642, "exact_match_rate": 0.11666666666666667, "queries": 60.0 }, "verified_consensus": { "avg_f1": 0.5026392863678226, "avg_precision": 1.0, "avg_recall": 0.4371641699325427, "exact_match_rate": 0.31666666666666665, "queries": 60.0 }, "verified_structural": { "avg_f1": 0.4627481121534755, "avg_precision": 1.0, "avg_recall": 0.3849464137584758, "exact_match_rate": 0.23333333333333334, "queries": 60.0 }, "verified_structural_ensemble": { "avg_f1": 0.5267705644750732, "avg_precision": 1.0, "avg_recall": 0.45904681770501754, "exact_match_rate": 0.3333333333333333, "queries": 60.0 } }, "min_constraints": 3, "n_docs": 1500, "n_queries_eval": 60, "n_queries_generated": 300, "n_queries_requested": 300, "n_queries_tune": 240, "retrieval_config": { "ensemble_top_k": 2, "ensemble_vote_threshold": 0.4, "final_match_ratio": 0.65, "min_match_ratio": 0.7, "min_step_k": 20, "noise_weight": 0.01, "step_k_ratio": 0.06 }, "seed": 1337, "tune_target": "verified_structural_ensemble" }