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.
1,013 works in the cohort · of 4,299,418page 11 of 21
Labels cover 2 of 1,013 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 1,013 of 1,013 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Ivo Vieira de Sousa Neto, Ramires Alsamir Tibana, Leonardo Gomes de Oliveira da Silva, Eliene Martins de Lira, Gleyce Pires Gonçalves do Prado, Jeeser Alves de Almeida +10 more
2020· article· en· Frontiers in Cell and Developmental Biology· Medicine
