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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20092025
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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.
261 works in the cohort · of 4,299,418page 6 of 6
Labels cover 1 of 261 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 261 of 261 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Fabiana Sélos Guerra, Rosana Helena Coimbra Nogueira de Freitas, Florina Moldovan, David Rodrigues da Rocha, Renato S. Carvalho, Patrícia Dias Fernandes
2025· article· en· Pharmaceuticals· Biochemistry, Genetics and Molecular Biology