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.
617 works in the cohort · of 4,299,418page 5 of 13
Labels cover 4 of 617 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 617 of 617 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Sehouevi Mawuton David Agoungbome, Estelle Gbenontin, Moussa Thiam
2020· book-chapter· en· Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering· Agricultural and Biological Sciences
Carlos Alonso Leite dos Santos, Amanda Maria Tavares Moreira, Bárbara Rayanne da Silva Teles, Jean Paul Kamdem, Abdullah F. Alasmari, Fawaz Alasmari +3 more
2024· erratum· en· Scientific Reports· Agricultural and Biological Sciences