{ "checkpoint": "/tmp/bibr-training-phasec-830a047/checkpoints/section_v4_release", "config": "configs/section_classifier_v4.yaml", "corpus": "/tmp/bibr-training-phasec-830a047/section_v4", "corpus_papers": 2482, "corpus_rows": 36517, "delta": 0.09518694180243625, "label_classes": [ "abstract", "acknowledgment", "author_contributions", "coi", "discussion", "endnote", "ethics", "funding", "intro", "keywords", "method", "open_data", "references", "results", "title", "unknown" ], "metric": "test_type_macro_f1", "observed": 0.9896559151772297, "pass": true, "reason": "pass", "split_summary": { "test": { "papers": 373, "rows": 5584 }, "train": { "papers": 1860, "rows": 27294 }, "val": { "papers": 249, "rows": 3639 } }, "threshold": 0.8944689733747935, "v3_reference_type_macro_f1": 0.8944689733747935 }