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.
575 works in the cohort · of 4,299,418page 11 of 12
Labels cover 0 of 575 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 575 of 575 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
O. Borodiyenko, N. Nychkalo, Ya. Malykhina, O. Kuz, D. Korotkov
2021· article· en· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Business, Management and Accounting
T. Kublikova, O. Kovalova, Т.Б. Кублікова, О.М. Ковальова, Т.Б. Кубликова, Е.Н. Ковалева
2014· article· en· Electronic Odessa National Economic University Institutional Repository (Odessa National Economic University)· Business, Management and Accounting