{
  "corpus": "mac_synthetic_v2",
  "pipeline": "v3",
  "results": {
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      "saturated_flagged": 54,
      "saturated_flagged_test": 8
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      "n_degenerate": 100,
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      "T5_la_mae_corrupted": 4.087,
      "T5_la_mae_corrupted_gated": 3.646,
      "n_corrupted": 45,
      "n_saturated_flagged": 8,
      "tuned_params": {
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        "learning_rate": 0.08,
        "max_leaf_nodes": 255,
        "min_samples_leaf": 6,
        "l2_regularization": 0.3
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      "T2_la_mean_relative_error": 0.082,
      "T2_deg_mean_relative_error": 0.0753,
      "n": 600,
      "n_degenerate": 100,
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      "T5_la_mae_clean": 5.653,
      "T5_la_mae_corrupted": 12.704,
      "T5_la_mae_corrupted_gated": 12.394,
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      "n_saturated_flagged": 8,
      "val_loss": 0.0737
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    "ensemble_v3": {
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      "T2_la_mean_relative_error": 0.0285,
      "T2_deg_mean_relative_error": 0.023,
      "n": 600,
      "n_degenerate": 100,
      "T3_sp3_mae": 0.0188,
      "T5_la_mae_clean": 1.992,
      "T5_la_mae_corrupted": 3.475,
      "T5_la_mae_corrupted_gated": 3.009,
      "n_corrupted": 45,
      "n_saturated_flagged": 8,
      "ensemble_w_gbt": 0.9,
      "ensemble_val_rel_err": 0.0347
    },
    "cross_model": {
      "stage_agreement": 0.9833,
      "la_pearson": 0.992
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  },
  "t1_macro_f1_gbt": 0.9863
}