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
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
986 works in the cohort · of 4,299,418page 10 of 20
Labels cover 1 of 986 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 986 of 986 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
Catherine Greenhalgh, Bryan A. Stewart, Richard Cisek, Nicole Prent, Arkady Major, Virginijus Barzda
2006· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
