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    "abstain": true,
    "reason": "equal-confidence conflict on feature 1",
    "ood_delta_from_no_k_ci95": {
      "n": 30,
      "mean": 0.0,
      "lower": 0.0,
      "upper": 0.0
    }
  },
  "fault_injection": {
    "fault": "expired reversed-context claim bypassed Activation and forced is_active=True",
    "forced_non_causal_indices": [
      0
    ],
    "lambda_reg": 3.0,
    "generalization_mse_drop_ci95": {
      "n": 30,
      "mean": 12.322758368651073,
      "lower": 11.690161174242075,
      "upper": 12.95535556306007
    },
    "delta_e_ood_absolute_ci95": {
      "n": 30,
      "mean": -12.322758368651073,
      "lower": -12.95535556306007,
      "upper": -11.690161174242075
    },
    "activation_constraint_violation_rate": 1.0,
    "harm_incidence_rate": 1.0
  },
  "lambda10_wrong_k_harm_ci95": {
    "n": 30,
    "mean": 12.509781150023143,
    "lower": 11.87676212547903,
    "upper": 13.142800174567256
  },
  "validations": {
    "correct_k_stable_interval": true,
    "selected_lambda_was_validation_only": true,
    "selected_lambda_has_ood_gain_gt_0_1": true,
    "wrong_k_ood_strictly_worsens_with_lambda": true,
    "wrong_k_lambda10_collapses": true,
    "wrong_k_harm_strictly_increases_with_confidence": true,
    "wrong_k_harm_strictly_increases_in_low_confidence_range": true,
    "equal_conflict_abstains": true,
    "abstain_returns_exact_baseline": true,
    "fault_injection_causes_harm": true
  },
  "experiment_passed": true
}