{
  "analysis": "digital_coupled_ladder_clean_only_overclamp_selector",
  "confirmatory": false,
  "selection_information": "ideal overclamped coupled-learning endpoints only",
  "task_panel": {
    "input_diameters": 5,
    "label_rotations_per_diameter": 1,
    "tasks": 5
  },
  "candidate_overclamp_time_seconds_per_v": [
    0.0025,
    0.025,
    0.25,
    2.5
  ],
  "criterion": [
    "lowest mean final classification error",
    "lowest mean classification-error learning-curve area as the tie break"
  ],
  "selected_overclamp_time_seconds_per_v_by_side": {
    "4": 0.25,
    "8": 0.25,
    "12": 0.25,
    "16": 2.5,
    "24": 2.5,
    "32": 2.5
  },
  "selected_clean_development_endpoints": {
    "4": {
      "mean_final_classification_error": 0.025,
      "mean_classification_error_auc": 0.056874999999999995
    },
    "8": {
      "mean_final_classification_error": 0.0,
      "mean_classification_error_auc": 0.04666666666666666
    },
    "12": {
      "mean_final_classification_error": 0.0,
      "mean_classification_error_auc": 0.030208333333333337
    },
    "16": {
      "mean_final_classification_error": 0.0,
      "mean_classification_error_auc": 0.036250000000000004
    },
    "24": {
      "mean_final_classification_error": 0.0,
      "mean_classification_error_auc": 0.034999999999999996
    },
    "32": {
      "mean_final_classification_error": 0.0,
      "mean_classification_error_auc": 0.04958333333333333
    }
  },
  "sources": [
    "results/coupled_ladder/p1_bias_baseline_pilot.json",
    "results/coupled_ladder/p0_overclamp_clean_t2p5e-2.json",
    "results/coupled_ladder/p0_overclamp_clean_t2p5e-1.json",
    "results/coupled_ladder/p0_overclamp_clean_t2p5.json",
    "results/coupled_ladder/p0_overclamp_clean_small_t2p5.json"
  ],
  "freeze": "Biased overclamp conditions use this mapping without further time-constant selection."
}