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{
  "analysis_sha256": "0c8e8b89e4b60ac129a490f63ad7bed950c6ad2b7bcb3265f90310b5de8dcb7b",
  "behavior_accuracy": {
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      "validation_neutral_vs_inverse_auc": 0.6825
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    "output_head": {
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      "validation_neutral_vs_inverse_auc": 0.96
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    "word_tfidf": {
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      "direct_vs_neutral": [
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    "correct_directional_laws": 39,
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    "directional_laws_total": 40,
    "ordinal_permutation_p": 9.99990000099999e-06,
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    "surface_direct_inverse_auc": {
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      "b": 0.975
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    "validation_neutral_vs_inverse_auc": 0.935
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  "study_id": "neutral-anchored-relational-physics-2026-07-18"
}