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.
227 works in the cohort · of 4,299,418page 4 of 5
Labels cover 1 of 227 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 227 of 227 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Flávia Ferreira Barboza, Eduardo Cabral da Silva, Eliane Reis Neves da Silva, Léa Karla Carvalho Palmeira Barros, Rubiana de Omena Gusmão Moreno da Rocha, Fracyne Pedrosa da Silva
2020· article· pt· Revista Científica Evidência· Psychology