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{
 "instrument": "btx-e003 R0b I-5 codebooks (model-free recipe)",
 "when": "2026-09-06 00:47",
 "corpora": {
  "d5": {
   "n_states": 27,
   "dims_used": 27,
   "class_counts": {
    "word": 18,
    "Name": 9,
    "digit": 0
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    ],
    [
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    ],
    [
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    ],
    [
     "trell",
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    ],
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    ],
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    ]
   ],
   "singular_share_top4": 0.5727,
   "erank_feats": 11.9,
   "rsa_E0_vs_raw_feature_cosines": 0.0653,
   "rsa_convention_note": "the record gauge RSA(E_C, byte features) compares a TRAINED codebook against E0 (its init); this row is E0 against the raw centered feature cosines (low by construction: the SVD init equalizes directions)",
   "rsa_E0_vs_random": -0.015,
   "b_prior_range": [
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    -1.776
   ]
  },
  "sub3": {
   "n_states": 1009,
   "dims_used": 256,
   "class_counts": {
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   },
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   "top_states": [
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    ],
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    ]
   ],
   "singular_share_top4": 0.3015,
   "erank_feats": 50.5,
   "rsa_E0_vs_raw_feature_cosines": 0.096,
   "rsa_convention_note": "the record gauge RSA(E_C, byte features) compares a TRAINED codebook against E0 (its init); this row is E0 against the raw centered feature cosines (low by construction: the SVD init equalizes directions)",
   "rsa_E0_vs_random": -0.0009,
   "b_prior_range": [
    -9.156,
    -2.14
   ]
  }
 }
}