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.
2,633 works in the cohort · of 4,299,418page 3 of 53
Labels cover 7 of 2,633 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 2,633 of 2,633 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Andréa Caprara, José Wellington de Oliveira Lima, Alice Correia Pequeno Marinho, Paola Gondim Calvasina, Lucyla Oliveira Paes Landim, Johannes Sommerfeld
2009· article· en· Cadernos de Saúde Pública· Medicine
Andréa Caprara, José Wellington de Oliveira Lima, Ana Carolina Rocha Peixoto, Cyntia Monteiro Vasconcelos Motta, Joana Mary Soares Nobre, Johannes Sommerfeld +1 more
2015· article· en· Transactions of the Royal Society of Tropical Medicine and Hygiene· Medicine
