The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,200 works in the cohort · of 4,299,418page 11 of 44
Labels cover 3 of 2,200 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.
Distilled predictions cover 2,200 of 2,200 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
P. C. Mason, John F. Nagle, Richard M. Epand, John Katsaras
2001· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Biochemistry, Genetics and Molecular Biology
