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    "noise_sigma_est": 0.02985425803664327,
    "effective_rank": 222,
    "condition_number": 573430565040064.0,
    "method_recommendation": "Truncated SVD (TSVD) is recommended. The Discrete Picard Condition does not hold consistently, suggesting a hard spectral cutoff may better separate signal from noise. TSVD with GCV parameter selection provides a natural truncation level."
  },
  "generation_time_seconds": 3.4
}