{
  "provenance": "data/paper_data.json",
  "metric": "Equivalent per-round LER q = (1 - (1 - 2p)^(1/R)) / 2, computed per condition and basis before averaging.",
  "uncertainty": "Paired evaluation-shot 95% confidence intervals, conditional on fixed weights; not variability across training seeds.",
  "architecture_model_pair": [
    "HTNet-T0-best",
    "Ising-Fast-T0-best"
  ],
  "transfer_model": "H_EWC",
  "transfer_baseline": "H_T0 (continued base training, not C0)",
  "ood_domain": {
    "distances": [
      3,
      5,
      7,
      9
    ],
    "rounds": 9,
    "total_conditions": 396,
    "common_valid_q_conditions": 331,
    "shots_per_basis_and_condition": 10000
  },
  "willow_domain": {
    "distances": [
      3,
      5,
      7
    ],
    "native_rounds": [
      10,
      30,
      50
    ],
    "cases_per_length": 28,
    "shots_per_case": 50000,
    "aggregation": "Average patches within each distance; then weight distances equally."
  },
  "results": {
    "architecture_highshot": {
      "candidate_value": 0.004023503763410929,
      "baseline_value": 0.00476937491190163,
      "gain_percent": 15.638761101154653,
      "gain_ci_low": 15.102398994339016,
      "gain_ci_high": 16.17512320797029,
      "conditions": 1
    },
    "ood_common_q": {
      "candidate_value": 0.05740431372986888,
      "baseline_value": 0.060847696951392666,
      "gain_percent": 5.659019805259824,
      "gain_ci_low": 4.806431473326261,
      "gain_ci_high": 6.511608137193387,
      "conditions": 331
    },
    "ood_full_p": {
      "candidate_value": 0.3115487373737374,
      "baseline_value": 0.31966553030303035,
      "gain_percent": 2.539151757025093,
      "gain_ci_low": 2.4391839656505034,
      "gain_ci_high": 2.639119548399683,
      "conditions": 396
    },
    "ood_vs_seq": {
      "candidate_value": 0.05740431372986888,
      "baseline_value": 0.05861994596688569,
      "gain_percent": 2.0737518893373275,
      "gain_ci_low": 0.6231321562340597,
      "gain_ci_high": 3.5243716224405954,
      "conditions": 331
    },
    "ood_vs_mix_total": {
      "candidate_value": 0.05740431372986888,
      "baseline_value": 0.05892372145483513,
      "gain_percent": 2.578601092143973,
      "gain_ci_low": 1.8508606311861953,
      "gain_ci_high": 3.3063415531017504,
      "conditions": 331
    },
    "ood_vs_mix_exposure": {
      "candidate_value": 0.05740431372986888,
      "baseline_value": 0.0602475846524225,
      "gain_percent": 4.71931105447112,
      "gain_ci_low": 3.9992893569128585,
      "gain_ci_high": 5.439332752029382,
      "conditions": 331
    },
    "willow_10_vs_H_T0": {
      "candidate_value": 0.010103872094831082,
      "baseline_value": 0.012541372202968937,
      "gain_percent": 19.435673135997213,
      "gain_ci_low": 19.008196476272154,
      "gain_ci_high": 19.863149795722272,
      "conditions": 28
    },
    "willow_10_vs_H_SEQ": {
      "candidate_value": 0.010103872094831082,
      "baseline_value": 0.01050659044995648,
      "gain_percent": 3.8330070734513666,
      "gain_ci_low": 3.3298473616257738,
      "gain_ci_high": 4.336166785276959,
      "conditions": 28
    },
    "willow_10_vs_H_MIX_TOTAL": {
      "candidate_value": 0.010103872094831082,
      "baseline_value": 0.010247734896395813,
      "gain_percent": 1.4038497582068432,
      "gain_ci_low": 0.803974097776656,
      "gain_ci_high": 2.0037254186370306,
      "conditions": 28
    },
    "willow_30_vs_H_T0": {
      "candidate_value": 0.010615789663249244,
      "baseline_value": 0.012863585059338543,
      "gain_percent": 17.474097506413834,
      "gain_ci_low": 17.09164200795027,
      "gain_ci_high": 17.856553004877398,
      "conditions": 28
    },
    "willow_30_vs_H_SEQ": {
      "candidate_value": 0.010615789663249244,
      "baseline_value": 0.011027519418173216,
      "gain_percent": 3.733657038458227,
      "gain_ci_low": 3.3263755566324638,
      "gain_ci_high": 4.1409385202839895,
      "conditions": 28
    },
    "willow_30_vs_H_MIX_TOTAL": {
      "candidate_value": 0.010615789663249244,
      "baseline_value": 0.01061050617436034,
      "gain_percent": -0.04979488067846649,
      "gain_ci_low": -0.5319710700331335,
      "gain_ci_high": 0.43238130867620045,
      "conditions": 28
    },
    "willow_50_vs_H_T0": {
      "candidate_value": 0.009383520846603514,
      "baseline_value": 0.011436621156778423,
      "gain_percent": 17.951983212787002,
      "gain_ci_low": 17.46071404367778,
      "gain_ci_high": 18.443252381896226,
      "conditions": 28
    },
    "willow_50_vs_H_SEQ": {
      "candidate_value": 0.009383520846603514,
      "baseline_value": 0.009782223204404096,
      "gain_percent": 4.075784711404662,
      "gain_ci_low": 3.6301477949678733,
      "gain_ci_high": 4.52142162784145,
      "conditions": 28
    },
    "willow_50_vs_H_MIX_TOTAL": {
      "candidate_value": 0.009383520846603514,
      "baseline_value": 0.00936904846327193,
      "gain_percent": -0.15447015124658847,
      "gain_ci_low": -0.672444422042512,
      "gain_ci_high": 0.36350411954933504,
      "conditions": 28
    },
    "forgetting_reduction_percent": 76.51911903628684
  }
}