{ "a": 0.15373666649292209, "b": 0.033821173186074104, "method": "platt", "fit_on": "validation", "label_semantics": "1 = LOST deal (loss probability); D-003", "feature_path": "frozen fine-tuned RoBERTa -> temporal -> FiLM logit; scaled LIWC (liwc_scaler.joblib)", "before": { "val_auc": 0.9059, "test_auc": 0.8986, "test_loss_mean_p": 0.55876, "test_deal_mean_p": 0.05044 }, "after": { "val_auc": 0.9059, "test_auc": 0.8986, "test_loss_mean_p": 0.54092, "test_deal_mean_p": 0.10734 } }