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.
507 works in the cohort · of 4,299,418page 10 of 11
Labels cover 1 of 507 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 507 of 507 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Athina Tegou, Elias Zournatzis, Alexandros Papachatzis, Kyriakos D. Giannoulis, N.G. Danalatos, Eleni Wogiatzi
2025· article· Annals of the University of Craiova Series Biology Horticulture Food products processing technology Environmental engineering· Agricultural and Biological Sciences
2022· article· en· III International Scientific and Practical Conference «EDUCATION AND SCIENCE OF TODAY: INTERSECTORAL ISSUES AND DEVELOPMENT OF SCIENCES»· Agricultural and Biological Sciences