{
  "kind": "Numerical implementation correction before publication",
  "failedAttempt": "attempt-1/frozen-design.json",
  "failedCodeSha256": "fdcdb2af71bcde41de1f1fa3daf702caf9fc9d14d0c9d86c5596a8417baeca26",
  "reason": "Poisson L-BFGS-B stopped on relative objective tolerance while absolute gradient0.053246 exceeded unchanged0.05gate. No diagnostic results were published or inspected from the failed run.",
  "correction": "Polish the same convex Poisson training objective with Newton steps, retaining the same likelihood, ridge, features, observations, folds, assessment metrics and0.05gradient gate. No hypothesis/data/threshold modification.",
  "outcomeInspection": "Originalv2results were already known; no v3comparison summaries were produced by the failed run."
}