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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20122025
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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.
234 works in the cohort · of 4,299,418page 4 of 5
Labels cover 0 of 234 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 234 of 234 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Lenita Camargo Verdurico, Jefferson Rodrigues Gandra, José Esler de Freitas Júnior, Rafael Villela Barletta, Caio S. Takiya, Flávio Garcia Vilela +4 more
2013· article· en· Journal of Buffalo Science· Veterinary
Eric P. Palacpac, Kae Ann Marie Pacsa Balingit, Airon Andrew Dinulos Bonifacio, Marvin A. Villanueva, Randolph Bautista Tolentino, Mary Rose De Leon Uy-DeGuia +5 more
2024· article· en· Journal of Buffalo Science· Decision Sciences