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.
277 works in the cohort · of 4,299,418page 6 of 6
Labels cover 2 of 277 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 277 of 277 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Grace Ogechukwu Ugwonna, Samuel Agozie Ezeudu, Okechukwu O. Nwaubani, Anthonia N. Utoh-Ofong, Obiageli Calista Onyeanusi, Patricia Nwamaka Aroh +5 more
2020· article· en· Global Journal of Health Science· Social Sciences
Prof. Bashir Suleiman, Editor Dr. Halima Yahaya, Editor Dr. Ganiyu Adedo, E. E. M. Ismail, Publication Editor Dr. Yakubu A. Abdullahi, Editor Professor C. Dikki +3 more
2025· article· Federal University Gusau Faculty of Education Journal· Social Sciences