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  "fresh_content_block": "  estimator_api: v1 \u2014 Update the clone() method to handle estimators with non-standard __init__ signat\n  clone_logic: v1 \u2014 Modify the set_params() method to correctly traverse and update parameters for n\n  param_inspector: v0 \u2014 Initial: Fix scikit-learn estimator clone() for custom parameters. The clone() f\n  validation_utils: v0 \u2014 Initial: Fix scikit-learn estimator clone() for custom parameters. The clone() f",
  "agent_said_used_it": false
 },
 {
  "row_idx": 99,
  "run_id": "04ad70fa",
  "domain": "scikit_estimator",
  "task_id": "sklearn-24000",
  "step": 2,
  "candidate_shard": "validation_utils",
  "change": "Refactor the clone() method to ensure it can successfully replicate estimators that utilize both *args and **kwargs in their __init__ methods, improving compatibility across custom estimators.",
  "fresh_content_block": "  estimator_api: v1 \u2014 Update the clone() method to handle estimators with non-standard __init__ signat\n  clone_logic: v1 \u2014 Modify the set_params() method to correctly traverse and update parameters for n\n  param_inspector: v0 \u2014 Initial: Fix scikit-learn estimator clone() for custom parameters. The clone() f\n  validation_utils: v0 \u2014 Initial: Fix scikit-learn estimator clone() for custom parameters. The clone() f",
  "agent_said_used_it": false
 }
]