{
  "analysis": "digital_coupled_ladder_clean_only_selector",
  "confirmatory": false,
  "selection_information": "ideal coupled-learning endpoints only",
  "task_panel": {
    "input_diameters": 5,
    "label_rotations_per_diameter": 1,
    "tasks": 5
  },
  "candidate_learning_time_seconds": [
    0.001,
    0.003,
    0.01,
    0.03
  ],
  "criterion": [
    "lowest mean final classification error",
    "lowest mean classification-error learning-curve area as the tie break"
  ],
  "selected_learning_time_seconds_by_side": {
    "4": 0.01,
    "8": 0.01,
    "12": 0.03,
    "16": 0.03,
    "24": 0.03,
    "32": 0.01
  },
  "selected_clean_development_endpoints": {
    "4": {
      "mean_final_classification_error": 0.0,
      "zero_error_fraction": 1.0,
      "mean_classification_error_auc": 0.013333333333333332
    },
    "8": {
      "mean_final_classification_error": 0.0,
      "zero_error_fraction": 1.0,
      "mean_classification_error_auc": 0.028750000000000005
    },
    "12": {
      "mean_final_classification_error": 0.025,
      "zero_error_fraction": 0.8,
      "mean_classification_error_auc": 0.052500000000000005
    },
    "16": {
      "mean_final_classification_error": 0.025,
      "zero_error_fraction": 0.8,
      "mean_classification_error_auc": 0.06312500000000001
    },
    "24": {
      "mean_final_classification_error": 0.025,
      "zero_error_fraction": 0.8,
      "mean_classification_error_auc": 0.10354166666666667
    },
    "32": {
      "mean_final_classification_error": 0.025,
      "zero_error_fraction": 0.8,
      "mean_classification_error_auc": 0.24520833333333333
    }
  },
  "sources": [
    "results/coupled_ladder/p0_clean_default.json",
    "results/coupled_ladder/p0_clean_lr3e-3.json",
    "results/coupled_ladder/p0_clean_lr1e-2.json",
    "results/coupled_ladder/p0_clean_lr3e-2.json",
    "results/coupled_ladder/p0_clean_small_lr1e-2.json"
  ],
  "freeze": "All imperfect conditions use this mapping without further exposure selection."
}