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.
929 works in the cohort · of 4,299,418page 14 of 19
Labels cover 5 of 929 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 929 of 929 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Cris Luana Castro de Nunes, Fabyano Fonseca e Silva, Renata Veroneze, Marcio Souza de Duarte, Simone Eliza Facioni Guimarães, Luiz Antônio Josakian +2 more
2022· article· en· Journal of Animal Science· Biochemistry, Genetics and Molecular Biology
Kathrin Busch, Lindsay Beazley, Ellen Kenchington, Frederick G. Whoriskey, Beate M. Slaby, Ute Hentschel
2020· dataset· en· Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)· Biochemistry, Genetics and Molecular Biology
