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.
737 works in the cohort · of 4,299,418page 11 of 15
Labels cover 1 of 737 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 737 of 737 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Amanda C. Owings, Jerome S. Cybulski, Ripan S. Malhi
2017· article· en· The 86th Annual Meeting of the American Association of Physical Anthropologists, New Orleans· Biochemistry, Genetics and Molecular Biology
Amanda C. Owings, Hongjie Li, Shizhu Gao, Barbara Petzelt, Joycelynn Mitchell, Jerome S. Cybulski +1 more
2018· article· en· The 87th Annual Meeting of the American Association of Physical Anthropologists, Austin, TX· Biochemistry, Genetics and Molecular Biology
