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.
1,259 works in the cohort · of 4,299,418page 4 of 26
Labels cover 3 of 1,259 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 1,259 of 1,259 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Mara Ambrosina de Oliveira Vargas, Flávia Regina Souza Ramos, Dulcinéia Ghizoni Schneider, Nadir Schneider, Alessandra Ceci dos Santos, Sandra Maria Cezar Leal
2013· article· pt· Revista gaúcha de enfermagem· Health Professions
