{
  "best_epoch": 18,
  "select_metric": "map",
  "val_best": 0.15352858863472402,
  "test_trainprotocol_thr0.5": {
    "macro_f1": 0.0951052515330389,
    "micro_f1": 0.3952497507025655,
    "map": 0.15312775013932942
  },
  "note": "train-time protocol (fixed 0.5 threshold, one row per file). Release numbers come from benchmark.py."
}