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{
  "assessment": "verified",
  "dual_decomposition": [
    {
      "leading_term_standardized_ks": 0.0446543126962895,
      "maximum_reconstruction_residual": 1.1102230246251565e-16,
      "n": 100,
      "optimization_term_rms": 0.0856072151751973
    },
    {
      "leading_term_standardized_ks": 0.028032236762613627,
      "maximum_reconstruction_residual": 1.1102230246251565e-16,
      "n": 500,
      "optimization_term_rms": 0.03837367264291397
    },
    {
      "leading_term_standardized_ks": 0.0225337415746808,
      "maximum_reconstruction_residual": 1.1102230246251565e-16,
      "n": 1000,
      "optimization_term_rms": 0.027957752784735702
    },
    {
      "leading_term_standardized_ks": 0.013671866500478247,
      "maximum_reconstruction_residual": 1.1102230246251565e-16,
      "n": 2000,
      "optimization_term_rms": 0.01936522864930784
    }
  ],
  "leading_term_final_ks": 0.013671866500478247,
  "maximum_identity_residual": 1.1102230246251565e-16,
  "optimization_remainder_rms_shrinks": true,
  "zero_lambda_destructive_control": {
    "destroys_positive_kl_signal": true,
    "lambda": 0,
    "objective_for_every_sample": 0
  }
}