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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20082025
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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.
523 works in the cohort · of 4,299,418page 1 of 11
Labels cover 1 of 523 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 523 of 523 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
2015· article· uk· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Economics, Econometrics and Finance
2019· article· uk· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Biochemistry, Genetics and Molecular Biology
2014· article· uk· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Economics, Econometrics and Finance
2021· article· uk· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Business, Management and Accounting
2015· article· uk· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Agricultural and Biological Sciences
2018· article· uk· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Agricultural and Biological Sciences
2011· article· uk· The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy· Economics, Econometrics and Finance