{ "algorithm": "deterministic bounded beam search with verifier feedback", "metrics": { "test": { "improved": 1, "improvement_rate": 1.0, "max_steps": 4, "mean_final_score": 4.0, "problems": 1 }, "train": { "improved": 4, "improvement_rate": 1.0, "max_steps": 4, "mean_final_score": 4.0, "problems": 4 }, "validation": { "improved": 1, "improvement_rate": 1.0, "max_steps": 4, "mean_final_score": 4.0, "problems": 1 } }, "model_type": "construction_mutator", "no_external_execution": true, "synthetic_only": true, "train_problem_ids": [ "CYCLE-00", "CYCLE-01", "CYCLE-02", "CYCLE-03" ], "training_data": "douvras-evolution-lab-constructions train split only" }