[
 {
  "from": "prereg:9d0548036a1f74f164b111a01f8579df77291451f83cd77026e36cf77a59c967",
  "kind": "unstated",
  "detail": "After seeing the registered exploratory leave-one-out AUCs (E1) far below one half, we added a post hoc calibration (code/loo_null.py, results/R2.json) that runs the same estimator on pure-noise features at the same sample size and class balance. It changes no registered analysis or result; it is used only to interpret E1. The plan also did not state that code/run writes per-bout features to results/features.csv; that file is an intermediate output."
 }
]