{
  "frontier": {
    "cil": {
      "gram": [
        0.8913000226020813,
        0.8906000256538391,
        0.8910999894142151
      ],
      "ncm": [
        0.8557000160217285,
        0.8557000160217285,
        0.8557000160217285
      ],
      "backprop": [
        0.6377000212669373,
        0.6647999882698059,
        0.6384000182151794
      ],
      "joint": [
        0.8913000226020813,
        0.8906000256538391,
        0.8910999894142151
      ]
    },
    "order_std": [
      0.0,
      0.0,
      0.0
    ],
    "dataeff": {
      "gram": {
        "5": [
          0.7842000126838684,
          0.7689999938011169,
          0.7732999920845032
        ],
        "10": [
          0.8242999911308289,
          0.8201000094413757,
          0.8115000128746033
        ],
        "25": [
          0.8474000096321106,
          0.8510000109672546,
          0.8544999957084656
        ],
        "100": [
          0.8733000159263611,
          0.8723000288009644,
          0.873199999332428
        ]
      },
      "backprop": {
        "5": [
          0.6172999739646912,
          0.6218000054359436,
          0.6363000273704529
        ],
        "10": [
          0.6370000243186951,
          0.6571000218391418,
          0.6553999781608582
        ],
        "25": [
          0.6381999850273132,
          0.6687999963760376,
          0.6614000201225281
        ],
        "100": [
          0.6489999890327454,
          0.663100004196167,
          0.6498000025749207
        ]
      }
    }
  },
  "ablation": {
    "raw": [
      0.8847000002861023,
      0.8847000002861023,
      0.8847000002861023
    ],
    "relu": [
      0.8880000114440918,
      0.88919997215271,
      0.8889999985694885
    ],
    "cosine": [
      0.8913000226020813,
      0.8906000256538391,
      0.8910999894142151
    ],
    "relu+raw": [
      0.8903999924659729,
      0.8907999992370605,
      0.891700029373169
    ]
  },
  "means": {
    "gram": 0.8910000125567118,
    "ncm": 0.8557000160217285,
    "backprop": 0.6469666759173075,
    "joint": 0.8910000125567118
  },
  "ablation_means": {
    "raw": 0.8847000002861023,
    "relu": 0.8887333273887634,
    "cosine": 0.8910000125567118,
    "relu+raw": 0.8909666736920675
  },
  "pooled_identity_relative_error": 4.2010393206704907e-16,
  "identity_seed": 41840,
  "default_gram_binary32_bytes": 400080004,
  "default_cross_binary32_bytes": 4000400,
  "qualification": "Global training-feature standardization precedes task arrival. Final-only evaluation. No cached features copied; no new classification training.",
  "source_sha256": {
    "closed_form_distill_frontier.py": "b7b1152e30135e268d144bfad354bae9c244fc199716627129c3694e11f08f71",
    "closed_form_substrate_ablation.py": "2be941e24d34c6c134b59debee5ddef9fa6d38dc501070ecba36c26dbd7ae673",
    "closed_form_neat_outputs/metrics_frontier_dinov2b.json": "53248c1bf3aa231a9ea534b45efa53deec6df0c7952aae3a25b64e0ed5ccacc8",
    "closed_form_neat_outputs/metrics_substrate_ablation_dinov2b.json": "68ef60c4bae2d02a36b0c8785e594417228864d080ea164003c48c5ff8209db0"
  },
  "new_training_runs": 0
}
