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        },
        "grpov2": {
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        },
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      },
      "direction_cosines": {
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        "raw_vs_grpov2": 0.0281,
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        "partrue_vs_grpov2": 0.3722
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      "split_half_cosine_grpov2": 0.1728,
      "instruct_to_grpov2_bracket_cosine": 0.2123
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    "L21": {
      "stages": {
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          "auroc": 0.8444,
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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        },
        "grpov2": {
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        },
        "partrue": {
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      },
      "direction_cosines": {
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        "grpov2->partrue": 0.1808,
        "raw_vs_grpov2": 0.0429,
        "cleansft_vs_grpov2": 0.4515,
        "partrue_vs_grpov2": 0.1808
      },
      "split_half_cosine_grpov2": 0.158,
      "instruct_to_grpov2_bracket_cosine": 0.1691
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    "L22": {
      "stages": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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        },
        "grpov2": {
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        },
        "partrue": {
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        }
      },
      "direction_cosines": {
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        "cleansft->grpov2": 0.4551,
        "grpov2->partrue": 0.3325,
        "raw_vs_grpov2": 0.0243,
        "cleansft_vs_grpov2": 0.4551,
        "partrue_vs_grpov2": 0.3325
      },
      "split_half_cosine_grpov2": 0.1202,
      "instruct_to_grpov2_bracket_cosine": 0.1429
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    "L23": {
      "stages": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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        }
      },
      "direction_cosines": {
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        "raw_vs_grpov2": 0.1964,
        "cleansft_vs_grpov2": 0.4488,
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      },
      "split_half_cosine_grpov2": 0.1702,
      "instruct_to_grpov2_bracket_cosine": 0.1371
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    "L24": {
      "stages": {
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          "n_correct": 500,
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        },
        "cleansft": {
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        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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        }
      },
      "direction_cosines": {
        "raw->cleansft": 0.1629,
        "cleansft->grpov2": 0.4273,
        "grpov2->partrue": 0.4916,
        "raw_vs_grpov2": 0.1072,
        "cleansft_vs_grpov2": 0.4273,
        "partrue_vs_grpov2": 0.4916
      },
      "split_half_cosine_grpov2": 0.1606,
      "instruct_to_grpov2_bracket_cosine": 0.1021
    },
    "L25": {
      "stages": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "n_wrong": 500
        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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          "n_correct": 500,
          "n_wrong": 717
        }
      },
      "direction_cosines": {
        "raw->cleansft": 0.1682,
        "cleansft->grpov2": 0.5487,
        "grpov2->partrue": 0.3873,
        "raw_vs_grpov2": 0.1421,
        "cleansft_vs_grpov2": 0.5487,
        "partrue_vs_grpov2": 0.3873
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      "split_half_cosine_grpov2": 0.1967,
      "instruct_to_grpov2_bracket_cosine": 0.1722
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    "L26": {
      "stages": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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          "n_wrong": 717
        }
      },
      "direction_cosines": {
        "raw->cleansft": 0.1244,
        "cleansft->grpov2": 0.4738,
        "grpov2->partrue": 0.3806,
        "raw_vs_grpov2": 0.0497,
        "cleansft_vs_grpov2": 0.4738,
        "partrue_vs_grpov2": 0.3806
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      "split_half_cosine_grpov2": 0.2277,
      "instruct_to_grpov2_bracket_cosine": 0.1845
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    "L27": {
      "stages": {
        "raw": {
          "auroc": 0.851,
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "n_correct": 750,
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        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
          "auroc": 0.7951,
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          "n_correct": 500,
          "n_wrong": 717
        }
      },
      "direction_cosines": {
        "raw->cleansft": 0.1705,
        "cleansft->grpov2": 0.4842,
        "grpov2->partrue": 0.373,
        "raw_vs_grpov2": 0.0971,
        "cleansft_vs_grpov2": 0.4842,
        "partrue_vs_grpov2": 0.373
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      "split_half_cosine_grpov2": 0.2085,
      "instruct_to_grpov2_bracket_cosine": 0.2132
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    "L28": {
      "stages": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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      },
      "direction_cosines": {
        "raw->cleansft": 0.1509,
        "cleansft->grpov2": 0.4396,
        "grpov2->partrue": 0.413,
        "raw_vs_grpov2": 0.0948,
        "cleansft_vs_grpov2": 0.4396,
        "partrue_vs_grpov2": 0.413
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      "split_half_cosine_grpov2": 0.3378,
      "instruct_to_grpov2_bracket_cosine": 0.1568
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    "L29": {
      "stages": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "n_correct": 750,
          "n_wrong": 500
        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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      },
      "direction_cosines": {
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        "cleansft->grpov2": 0.357,
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        "raw_vs_grpov2": 0.0944,
        "cleansft_vs_grpov2": 0.357,
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      "split_half_cosine_grpov2": 0.0889,
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    "L30": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "n_correct": 750,
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        },
        "grpov2": {
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          "n_correct": 988,
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        },
        "partrue": {
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      },
      "direction_cosines": {
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        "cleansft_vs_grpov2": 0.4386,
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      "split_half_cosine_grpov2": 0.2243,
      "instruct_to_grpov2_bracket_cosine": 0.0737
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    "L31": {
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          "n_correct": 500,
          "n_wrong": 1323
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        "cleansft": {
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          "n_correct": 750,
          "n_wrong": 500
        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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      },
      "direction_cosines": {
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        "cleansft->grpov2": 0.3508,
        "grpov2->partrue": 0.2986,
        "raw_vs_grpov2": 0.1202,
        "cleansft_vs_grpov2": 0.3508,
        "partrue_vs_grpov2": 0.2986
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      "split_half_cosine_grpov2": 0.2147,
      "instruct_to_grpov2_bracket_cosine": 0.0742
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    "L32": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "n_correct": 750,
          "n_wrong": 500
        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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          "n_correct": 500,
          "n_wrong": 717
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      },
      "direction_cosines": {
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        "grpov2->partrue": 0.3215,
        "raw_vs_grpov2": 0.072,
        "cleansft_vs_grpov2": 0.3463,
        "partrue_vs_grpov2": 0.3215
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      "split_half_cosine_grpov2": 0.1325,
      "instruct_to_grpov2_bracket_cosine": 0.0418
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    "L33": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "n_correct": 750,
          "n_wrong": 500
        },
        "grpov2": {
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          "underpowered": false,
          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
          "auroc": 0.8138,
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          "n_correct": 500,
          "n_wrong": 717
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      },
      "direction_cosines": {
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        "cleansft->grpov2": 0.4467,
        "grpov2->partrue": 0.4179,
        "raw_vs_grpov2": 0.1443,
        "cleansft_vs_grpov2": 0.4467,
        "partrue_vs_grpov2": 0.4179
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      "split_half_cosine_grpov2": 0.2112,
      "instruct_to_grpov2_bracket_cosine": 0.138
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    "L34": {
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          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "n_correct": 750,
          "n_wrong": 500
        },
        "grpov2": {
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          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
          "auroc": 0.8064,
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      },
      "direction_cosines": {
        "raw->cleansft": 0.177,
        "cleansft->grpov2": 0.4354,
        "grpov2->partrue": 0.378,
        "raw_vs_grpov2": 0.1477,
        "cleansft_vs_grpov2": 0.4354,
        "partrue_vs_grpov2": 0.378
      },
      "split_half_cosine_grpov2": 0.2647,
      "instruct_to_grpov2_bracket_cosine": 0.1098
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    "L35": {
      "stages": {
        "raw": {
          "auroc": 0.8246,
          "underpowered": false,
          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
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          "underpowered": false,
          "n_correct": 750,
          "n_wrong": 500
        },
        "grpov2": {
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          "underpowered": false,
          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
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          "n_correct": 500,
          "n_wrong": 717
        }
      },
      "direction_cosines": {
        "raw->cleansft": 0.2471,
        "cleansft->grpov2": 0.2606,
        "grpov2->partrue": 0.2843,
        "raw_vs_grpov2": 0.0701,
        "cleansft_vs_grpov2": 0.2606,
        "partrue_vs_grpov2": 0.2843
      },
      "split_half_cosine_grpov2": 0.2294,
      "instruct_to_grpov2_bracket_cosine": 0.1398
    },
    "L36": {
      "stages": {
        "raw": {
          "auroc": 0.8226,
          "underpowered": false,
          "n_correct": 500,
          "n_wrong": 1323
        },
        "cleansft": {
          "auroc": 0.7708,
          "underpowered": false,
          "n_correct": 750,
          "n_wrong": 500
        },
        "grpov2": {
          "auroc": 0.7902,
          "underpowered": false,
          "n_correct": 988,
          "n_wrong": 500
        },
        "partrue": {
          "auroc": 0.778,
          "underpowered": false,
          "n_correct": 500,
          "n_wrong": 717
        }
      },
      "direction_cosines": {
        "raw->cleansft": 0.1164,
        "cleansft->grpov2": 0.3628,
        "grpov2->partrue": 0.2965,
        "raw_vs_grpov2": 0.1715,
        "cleansft_vs_grpov2": 0.3628,
        "partrue_vs_grpov2": 0.2965
      },
      "split_half_cosine_grpov2": 0.3952,
      "instruct_to_grpov2_bracket_cosine": 0.194
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  },
  "class_balance": {
    "raw": {
      "n_rows": 1823,
      "n_correct": 500,
      "n_wrong": 1323,
      "cd_g0_floor_150_150": true
    },
    "cleansft": {
      "n_rows": 1250,
      "n_correct": 750,
      "n_wrong": 500,
      "cd_g0_floor_150_150": true
    },
    "grpov2": {
      "n_rows": 1488,
      "n_correct": 988,
      "n_wrong": 500,
      "cd_g0_floor_150_150": true
    },
    "partrue": {
      "n_rows": 1217,
      "n_correct": 500,
      "n_wrong": 717,
      "cd_g0_floor_150_150": true
    },
    "s_bracket_input": {
      "n_rows": 1836,
      "n_correct": 500,
      "n_wrong": 1336
    }
  },
  "config": {
    "seed": 20260719,
    "pca_dim": 128,
    "n_folds": 5,
    "min_class": 30,
    "basis_stage": "raw",
    "label": "correct(1)-vs-wrong(0), per-stage forced-best-guess",
    "position": "post_generation_only",
    "gate_layers_L19_L24": [
      "L19",
      "L20",
      "L21",
      "L22",
      "L23",
      "L24"
    ]
  },
  "summary": {
    "raw_to_cleansft_cosine_mean_L19_L24": 0.19228333333333333,
    "cleansft_to_grpov2_cosine_mean_L19_L24": 0.44851666666666673,
    "grpov2_to_partrue_cosine_mean_L19_L24": 0.33005,
    "split_half_noise_floor_mean_L19_L24": 0.17363333333333333,
    "instruct_to_grpov2_bracket_mean_L19_L24": 0.1695,
    "best_layer_auroc_by_stage": {
      "raw": {
        "layer": "L24",
        "auroc": 0.8604,
        "cd_g2_flag_below_0_60": false
      },
      "cleansft": {
        "layer": "L33",
        "auroc": 0.8088,
        "cd_g2_flag_below_0_60": false
      },
      "grpov2": {
        "layer": "L21",
        "auroc": 0.8112,
        "cd_g2_flag_below_0_60": false
      },
      "partrue": {
        "layer": "L24",
        "auroc": 0.8174,
        "cd_g2_flag_below_0_60": false
      }
    },
    "reported_straight_no_verdict": true
  }
}