Fathom: SAE-Based Commitment-Intensity Measurement - Coherence Spectrum Analysis
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v9 adds coherence spectrum analysis (Frontier 5): 7 of 15 shape metrics separate correct from hallucinated responses at p<0.05 after Holm-Bonferroni correction. Gini AUC=0.80, spectral spread AUC=0.78, early mass AUC=0.74. Layer 11 p=0.000001. Hallucination = coherence concentration, not depth shift.
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Zenodo创建时间：
2026-04-08
