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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20042025
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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.
258 works in the cohort · of 4,299,418page 3 of 6
Labels cover 0 of 258 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 258 of 258 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Francileide de Araújo Rodrigues, Solange Fátima Geraldo da Costa, Maria Andréia Fernandes, Ana Aline Lacet Zaccara, Marcella Costa Souto Duarte, Cristiani Garrido de Andrade
2015· article· pt· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
