{
  "analysis": "overclamped_digital_coupled_ladder_scaling",
  "confirmatory": true,
  "bootstrap": {
    "unit": "task; three component draws averaged within task",
    "task_clusters": 40,
    "component_draws_per_task_size": 3,
    "replicates": 20000,
    "seed": 20260829,
    "interval": "percentile 95%"
  },
  "sizes": [
    4,
    8,
    12,
    16,
    24,
    32
  ],
  "summaries": {
    "4": {
      "learnable_edges": 32,
      "methods": {
        "overclamp_clean": {
          "classification_error": {
            "mean": 0.08125,
            "task_bootstrap_95ci": [
              0.046875,
              0.121875
            ]
          },
          "classification_error_auc": {
            "mean": 0.12231770833333333,
            "task_bootstrap_95ci": [
              0.08546744791666668,
              0.162421875
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.55,
            "task_bootstrap_95ci": [
              0.4,
              0.7
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 325.0,
            "task_bootstrap_95ci": [
              242.75,
              406.0
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 2204.1,
            "task_bootstrap_95ci": [
              1613.571875,
              2792.2581249999994
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 70531.2,
            "task_bootstrap_95ci": [
              51905.439999999995,
              89672.82
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 70531.2,
            "task_bootstrap_95ci": [
              51851.9,
              89208.9
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 6.694091762066566,
            "task_bootstrap_95ci": [
              4.843300584881907,
              8.637111274578398
            ]
          }
        },
        "overclamp": {
          "classification_error": {
            "mean": 0.33125,
            "task_bootstrap_95ci": [
              0.27291666666666664,
              0.3875
            ]
          },
          "classification_error_auc": {
            "mean": 0.3322482638888889,
            "task_bootstrap_95ci": [
              0.2749479166666667,
              0.38772634548611107
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.2,
            "task_bootstrap_95ci": [
              0.10833333333333332,
              0.3
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 493.33333333333337,
            "task_bootstrap_95ci": [
              434.5833333333333,
              546.1666666666666
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 2836.9666666666662,
            "task_bootstrap_95ci": [
              2456.41625,
              3190.2262499999997
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 90782.93333333332,
            "task_bootstrap_95ci": [
              78459.52666666667,
              102126.42666666665
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 90782.93333333332,
            "task_bootstrap_95ci": [
              78492.72666666668,
              102031.26
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 11.322735346286258,
            "task_bootstrap_95ci": [
              9.668668177363983,
              12.854332706727966
            ]
          }
        },
        "overclamp_sdil": {
          "classification_error": {
            "mean": 0.08020833333333333,
            "task_bootstrap_95ci": [
              0.046875,
              0.11979166666666666
            ]
          },
          "classification_error_auc": {
            "mean": 0.12251736111111111,
            "task_bootstrap_95ci": [
              0.08586805555555556,
              0.1628914930555555
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.55,
            "task_bootstrap_95ci": [
              0.4,
              0.7
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 326.41666666666663,
            "task_bootstrap_95ci": [
              245.24791666666667,
              406.66666666666663
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 2211.7,
            "task_bootstrap_95ci": [
              1627.9312499999999,
              2797.1129166666665
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 70774.4,
            "task_bootstrap_95ci": [
              52070.50666666667,
              89738.68666666663
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 141548.8,
            "task_bootstrap_95ci": [
              104315.17333333335,
              179502.6933333333
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 6.706841827408098,
            "task_bootstrap_95ci": [
              4.855938048841957,
              8.602373322590896
            ]
          }
        }
      },
      "raw_to_clean_gap_closed": 1.0041666666666667
    },
    "8": {
      "learnable_edges": 128,
      "methods": {
        "overclamp_clean": {
          "classification_error": {
            "mean": 0.00625,
            "task_bootstrap_95ci": [
              0.0,
              0.015625
            ]
          },
          "classification_error_auc": {
            "mean": 0.05901041666666666,
            "task_bootstrap_95ci": [
              0.040156250000000004,
              0.08049479166666666
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.95,
            "task_bootstrap_95ci": [
              0.875,
              1.0
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 175.5,
            "task_bootstrap_95ci": [
              129.75,
              226.00624999999945
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1396.625,
            "task_bootstrap_95ci": [
              1035.1225,
              1810.6568749999994
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 178768.0,
            "task_bootstrap_95ci": [
              131506.80000000002,
              230954.63999999993
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 178768.0,
            "task_bootstrap_95ci": [
              131526.32,
              230561.35999999987
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 4.830059691735569,
            "task_bootstrap_95ci": [
              3.4644031059106157,
              6.415083058794295
            ]
          }
        },
        "overclamp": {
          "classification_error": {
            "mean": 0.3572916666666667,
            "task_bootstrap_95ci": [
              0.3052083333333333,
              0.4072916666666666
            ]
          },
          "classification_error_auc": {
            "mean": 0.3455295138888889,
            "task_bootstrap_95ci": [
              0.29606770833333335,
              0.3943682725694443
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.2,
            "task_bootstrap_95ci": [
              0.11666666666666665,
              0.29166666666666663
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 496.5,
            "task_bootstrap_95ci": [
              447.6666666666667,
              540.0833333333334
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 3512.325,
            "task_bootstrap_95ci": [
              3130.9231250000003,
              3873.138749999999
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 449577.6,
            "task_bootstrap_95ci": [
              400346.29333333333,
              495696.90666666656
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 449577.6,
            "task_bootstrap_95ci": [
              400729.30666666664,
              495790.0266666667
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 12.382452183371704,
            "task_bootstrap_95ci": [
              10.841769207163392,
              13.852293614151728
            ]
          }
        },
        "overclamp_sdil": {
          "classification_error": {
            "mean": 0.00625,
            "task_bootstrap_95ci": [
              0.0,
              0.015625
            ]
          },
          "classification_error_auc": {
            "mean": 0.05963541666666668,
            "task_bootstrap_95ci": [
              0.04057291666666667,
              0.08153710937499994
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.95,
            "task_bootstrap_95ci": [
              0.875,
              1.0
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 176.58333333333331,
            "task_bootstrap_95ci": [
              130.58333333333334,
              228.33333333333331
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1405.4416666666666,
            "task_bootstrap_95ci": [
              1031.9054166666667,
              1820.7799999999997
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 179896.53333333333,
            "task_bootstrap_95ci": [
              132331.70666666667,
              233217.35999999996
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 359793.06666666665,
            "task_bootstrap_95ci": [
              264248.48,
              465636.4799999999
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 4.855381836348128,
            "task_bootstrap_95ci": [
              3.458883266552342,
              6.427283350714492
            ]
          }
        }
      },
      "raw_to_clean_gap_closed": 1.0
    },
    "12": {
      "learnable_edges": 288,
      "methods": {
        "overclamp_clean": {
          "classification_error": {
            "mean": 0.00625,
            "task_bootstrap_95ci": [
              0.0,
              0.015625
            ]
          },
          "classification_error_auc": {
            "mean": 0.042395833333333334,
            "task_bootstrap_95ci": [
              0.031640625,
              0.05377669270833329
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.95,
            "task_bootstrap_95ci": [
              0.875,
              1.0
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 175.25,
            "task_bootstrap_95ci": [
              124.5,
              229.75
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1402.0,
            "task_bootstrap_95ci": [
              996.0,
              1842.0
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 403776.0,
            "task_bootstrap_95ci": [
              286272.0,
              529934.3999999987
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 403776.0,
            "task_bootstrap_95ci": [
              288561.60000000003,
              530496.0
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 5.71628421156082,
            "task_bootstrap_95ci": [
              4.017529676130967,
              7.586845066013982
            ]
          }
        },
        "overclamp": {
          "classification_error": {
            "mean": 0.3375,
            "task_bootstrap_95ci": [
              0.2885416666666667,
              0.38544270833333105
            ]
          },
          "classification_error_auc": {
            "mean": 0.3404513888888889,
            "task_bootstrap_95ci": [
              0.2936803385416667,
              0.38732725694444436
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.15833333333333333,
            "task_bootstrap_95ci": [
              0.09166666666666665,
              0.2333333333333333
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 518.5,
            "task_bootstrap_95ci": [
              478.6666666666667,
              554.4166666666666
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 4075.9,
            "task_bootstrap_95ci": [
              3747.130833333333,
              4371.935833333333
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 1173859.2,
            "task_bootstrap_95ci": [
              1077991.56,
              1259126.5199999998
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 1173859.2,
            "task_bootstrap_95ci": [
              1078756.2,
              1259905.02
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 16.42190842273961,
            "task_bootstrap_95ci": [
              14.747728850822176,
              17.996643115248986
            ]
          }
        },
        "overclamp_sdil": {
          "classification_error": {
            "mean": 0.009375,
            "task_bootstrap_95ci": [
              0.0010416666666666667,
              0.019791666666666666
            ]
          },
          "classification_error_auc": {
            "mean": 0.042942708333333336,
            "task_bootstrap_95ci": [
              0.0321875,
              0.05434027777777778
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.925,
            "task_bootstrap_95ci": [
              0.8416666666666666,
              0.9916666666666666
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 181.91666666666666,
            "task_bootstrap_95ci": [
              130.0,
              236.91874999999985
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1455.3,
            "task_bootstrap_95ci": [
              1034.6412500000001,
              1906.6743749999987
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 419126.4,
            "task_bootstrap_95ci": [
              298163.94,
              547192.8
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 838252.8,
            "task_bootstrap_95ci": [
              600945.6,
              1094769.6
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 5.931565613030159,
            "task_bootstrap_95ci": [
              4.2101947700965345,
              7.846432153455605
            ]
          }
        }
      },
      "raw_to_clean_gap_closed": 0.990566037735849
    },
    "16": {
      "learnable_edges": 512,
      "methods": {
        "overclamp_clean": {
          "classification_error": {
            "mean": 0.0125,
            "task_bootstrap_95ci": [
              0.003125,
              0.025
            ]
          },
          "classification_error_auc": {
            "mean": 0.03703125,
            "task_bootstrap_95ci": [
              0.019348958333333336,
              0.05817708333333334
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.9,
            "task_bootstrap_95ci": [
              0.8,
              0.975
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 127.0,
            "task_bootstrap_95ci": [
              66.75,
              196.25
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1015.4,
            "task_bootstrap_95ci": [
              532.463125,
              1565.40125
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 519884.8,
            "task_bootstrap_95ci": [
              272076.8,
              798733.1199999988
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 519884.8,
            "task_bootstrap_95ci": [
              274432.0,
              801043.8399999994
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 34.82084931528862,
            "task_bootstrap_95ci": [
              18.659156051735636,
              53.63843481787298
            ]
          }
        },
        "overclamp": {
          "classification_error": {
            "mean": 0.4020833333333333,
            "task_bootstrap_95ci": [
              0.3552083333333333,
              0.44791666666666663
            ]
          },
          "classification_error_auc": {
            "mean": 0.4027604166666666,
            "task_bootstrap_95ci": [
              0.35742968750000004,
              0.44797764756944447
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.06666666666666667,
            "task_bootstrap_95ci": [
              0.016666666666666666,
              0.125
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 562.5833333333334,
            "task_bootstrap_95ci": [
              529.75,
              590.3333333333334
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 4349.65,
            "task_bootstrap_95ci": [
              4063.0483333333336,
              4596.210625000001
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 2227020.8,
            "task_bootstrap_95ci": [
              2080149.5466666669,
              2352291.0933333337
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 2227020.8,
            "task_bootstrap_95ci": [
              2079853.333333333,
              2352661.44
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 173.64791361740978,
            "task_bootstrap_95ci": [
              159.73144830014044,
              186.21539449604305
            ]
          }
        },
        "overclamp_sdil": {
          "classification_error": {
            "mean": 0.0125,
            "task_bootstrap_95ci": [
              0.003125,
              0.025
            ]
          },
          "classification_error_auc": {
            "mean": 0.03586805555555556,
            "task_bootstrap_95ci": [
              0.018697699652777778,
              0.05558159722222222
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.9,
            "task_bootstrap_95ci": [
              0.8,
              0.975
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 126.75,
            "task_bootstrap_95ci": [
              65.5,
              196.3354166666665
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1013.5,
            "task_bootstrap_95ci": [
              530.3795833333334,
              1550.3849999999998
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 518912.0,
            "task_bootstrap_95ci": [
              272503.4666666667,
              793489.0666666667
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 1037824.0,
            "task_bootstrap_95ci": [
              544085.3333333333,
              1605232.2133333324
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 34.82653674711452,
            "task_bootstrap_95ci": [
              18.724034659901402,
              53.433058498483156
            ]
          }
        }
      },
      "raw_to_clean_gap_closed": 1.0
    },
    "24": {
      "learnable_edges": 1152,
      "methods": {
        "overclamp_clean": {
          "classification_error": {
            "mean": 0.0125,
            "task_bootstrap_95ci": [
              0.003125,
              0.025
            ]
          },
          "classification_error_auc": {
            "mean": 0.038125000000000006,
            "task_bootstrap_95ci": [
              0.02421875,
              0.05388020833333333
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.9,
            "task_bootstrap_95ci": [
              0.8,
              0.975
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 157.75,
            "task_bootstrap_95ci": [
              102.5,
              219.0
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1262.0,
            "task_bootstrap_95ci": [
              811.95,
              1744.0
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 1453824.0,
            "task_bootstrap_95ci": [
              944640.0,
              2022912.0
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 1453824.0,
            "task_bootstrap_95ci": [
              935424.0,
              2029881.599999995
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 49.95834978711372,
            "task_bootstrap_95ci": [
              32.33328414289582,
              70.0759598991163
            ]
          }
        },
        "overclamp": {
          "classification_error": {
            "mean": 0.453125,
            "task_bootstrap_95ci": [
              0.4208333333333333,
              0.484375
            ]
          },
          "classification_error_auc": {
            "mean": 0.456171875,
            "task_bootstrap_95ci": [
              0.42444422743055554,
              0.48767361111111107
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.03333333333333333,
            "task_bootstrap_95ci": [
              0.008333333333333333,
              0.06666666666666667
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 580.6666666666667,
            "task_bootstrap_95ci": [
              561.1666666666667,
              595.25
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 4584.733333333334,
            "task_bootstrap_95ci": [
              4402.86625,
              4733.825208333333
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 5281612.8,
            "task_bootstrap_95ci": [
              5076786.96,
              5451187.44
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 5281612.8,
            "task_bootstrap_95ci": [
              5069529.12,
              5454472.5600000005
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 198.5021026034656,
            "task_bootstrap_95ci": [
              187.6982941297391,
              208.31642221697527
            ]
          }
        },
        "overclamp_sdil": {
          "classification_error": {
            "mean": 0.0125,
            "task_bootstrap_95ci": [
              0.003125,
              0.025
            ]
          },
          "classification_error_auc": {
            "mean": 0.038888888888888896,
            "task_bootstrap_95ci": [
              0.02424435763888889,
              0.05529513888888889
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.9,
            "task_bootstrap_95ci": [
              0.8,
              0.975
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 157.41666666666669,
            "task_bootstrap_95ci": [
              101.91666666666666,
              220.66666666666666
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1259.3333333333335,
            "task_bootstrap_95ci": [
              814.0,
              1753.3499999999988
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 1450752.0,
            "task_bootstrap_95ci": [
              931584.0,
              2026752.0
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 2901504.0,
            "task_bootstrap_95ci": [
              1858560.0,
              4045862.3999999966
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 49.81015013120395,
            "task_bootstrap_95ci": [
              31.962821779374543,
              69.58022406475615
            ]
          }
        }
      },
      "raw_to_clean_gap_closed": 1.0
    },
    "32": {
      "learnable_edges": 2048,
      "methods": {
        "overclamp_clean": {
          "classification_error": {
            "mean": 0.00625,
            "task_bootstrap_95ci": [
              0.0,
              0.015625
            ]
          },
          "classification_error_auc": {
            "mean": 0.04739583333333334,
            "task_bootstrap_95ci": [
              0.033489583333333336,
              0.06263020833333334
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.95,
            "task_bootstrap_95ci": [
              0.875,
              1.0
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 201.75,
            "task_bootstrap_95ci": [
              148.5,
              258.5
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1614.0,
            "task_bootstrap_95ci": [
              1194.0,
              2068.0
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 3305472.0,
            "task_bootstrap_95ci": [
              2441216.0,
              4218880.0
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 3305472.0,
            "task_bootstrap_95ci": [
              2433024.0,
              4222976.0
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 66.55174631846694,
            "task_bootstrap_95ci": [
              48.39995966640773,
              86.3040386186875
            ]
          }
        },
        "overclamp": {
          "classification_error": {
            "mean": 0.46875,
            "task_bootstrap_95ci": [
              0.4395833333333334,
              0.496875
            ]
          },
          "classification_error_auc": {
            "mean": 0.47010416666666666,
            "task_bootstrap_95ci": [
              0.4415625,
              0.49762196180555546
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.025,
            "task_bootstrap_95ci": [
              0.0,
              0.05833333333333333
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 586.3333333333334,
            "task_bootstrap_95ci": [
              568.6666666666667,
              600.0
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 4686.083333333334,
            "task_bootstrap_95ci": [
              4551.416666666667,
              4795.416666666667
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 9597098.666666668,
            "task_bootstrap_95ci": [
              9317034.666666668,
              9821013.333333334
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 9597098.666666668,
            "task_bootstrap_95ci": [
              9321301.333333334,
              9821013.333333334
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 206.34409836292394,
            "task_bootstrap_95ci": [
              197.4930763843621,
              214.19155388584946
            ]
          }
        },
        "overclamp_sdil": {
          "classification_error": {
            "mean": 0.008333333333333333,
            "task_bootstrap_95ci": [
              0.0010416666666666667,
              0.017708333333333333
            ]
          },
          "classification_error_auc": {
            "mean": 0.0475,
            "task_bootstrap_95ci": [
              0.033402560763888894,
              0.06287326388888889
            ]
          },
          "reached_stable_zero_error": {
            "mean": 0.9333333333333332,
            "task_bootstrap_95ci": [
              0.8583333333333332,
              0.9916666666666666
            ]
          },
          "restricted_epochs_to_stable_zero_error": {
            "mean": 199.41666666666666,
            "task_bootstrap_95ci": [
              146.66666666666666,
              257.33333333333337
            ]
          },
          "restricted_updates_to_stable_zero_error": {
            "mean": 1595.3333333333333,
            "task_bootstrap_95ci": [
              1167.3333333333335,
              2066.0
            ]
          },
          "restricted_edge_updates_to_stable_zero_error": {
            "mean": 3267242.6666666665,
            "task_bootstrap_95ci": [
              2389333.333333333,
              4224341.333333333
            ]
          },
          "restricted_teaching_signal_reads_to_stable_zero_error": {
            "mean": 6534485.333333333,
            "task_bootstrap_95ci": [
              4778666.666666667,
              8426905.599999994
            ]
          },
          "restricted_learning_time_to_stable_zero_seconds": {
            "mean": 65.86935077626708,
            "task_bootstrap_95ci": [
              47.67382711660665,
              86.11764160301927
            ]
          }
        }
      },
      "raw_to_clean_gap_closed": 0.9954954954954954
    }
  },
  "excess_error_scaling": {
    "x_axis": "log10 learnable edges",
    "metric": "classification_error",
    "imperfect_overclamp_excess_slope": 0.1144387597373537,
    "imperfect_overclamp_excess_slope_95ci": [
      0.0904045040605388,
      0.13792703633905537
    ],
    "overclamp_sdil_excess_slope": 0.0011546410806012512,
    "overclamp_sdil_excess_slope_95ci": [
      0.0,
      0.0031168029013794486
    ],
    "paired_slope_difference": 0.11328411865675246,
    "paired_slope_difference_95ci": [
      0.08951402205548885,
      0.13636007651773577
    ],
    "relative_slope_reduction_percent": 98.99104020067044,
    "relative_slope_reduction_95ci": [
      97.35576080093969,
      100.0
    ]
  },
  "excess_error_auc_scaling": {
    "x_axis": "log10 learnable edges",
    "metric": "classification_error_auc",
    "imperfect_overclamp_excess_slope": 0.12478824245934202,
    "imperfect_overclamp_excess_slope_95ci": [
      0.10207053551972274,
      0.1474271109891999
    ],
    "overclamp_sdil_excess_slope": -0.00010372352909852196,
    "overclamp_sdil_excess_slope_95ci": [
      -0.0005465189481836399,
      0.00037108693609977654
    ],
    "paired_slope_difference": 0.12489196598844055,
    "paired_slope_difference_95ci": [
      0.10205303834844676,
      0.14752971026574413
    ],
    "relative_slope_reduction_percent": 100.08311963295127,
    "relative_slope_reduction_95ci": [
      99.69456875165118,
      100.45472019909722
    ]
  },
  "excess_stable_failure_scaling": {
    "x_axis": "log10 learnable edges",
    "metric": "reached_stable_zero_error",
    "imperfect_overclamp_excess_slope": 0.2875158139793967,
    "imperfect_overclamp_excess_slope_95ci": [
      0.21842692750033255,
      0.3556975718406047
    ],
    "overclamp_sdil_excess_slope": 0.005298244678375035,
    "overclamp_sdil_excess_slope_95ci": [
      0.0,
      0.013373452080144503
    ],
    "paired_slope_difference": 0.28221756930102165,
    "paired_slope_difference_95ci": [
      0.21145628818531842,
      0.351816929173684
    ],
    "relative_slope_reduction_percent": 98.15723364741437,
    "relative_slope_reduction_95ci": [
      94.86538193683744,
      100.0
    ]
  },
  "sources": [
    "results/coupled_ladder/p3_overclamp_side4.json",
    "results/coupled_ladder/p3_overclamp_side8.json",
    "results/coupled_ladder/p3_overclamp_side12.json",
    "results/coupled_ladder/p3_overclamp_side16.json",
    "results/coupled_ladder/p3_overclamp_side24.json",
    "results/coupled_ladder/p3_overclamp_side32.json"
  ]
}