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.
829 works in the cohort · of 4,299,418page 17 of 17
Labels cover 2 of 829 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 829 of 829 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Janaina Martins de Oliveira, Alan Carvalho Dias, Bruno Oliveira Barreto, Cyra Mesquita de Araújo, Lídia Freire Abdalla Nery, Isabela de Oliveira Moura +2 more
Letícia da Silva Purcino de Almeida, Patricia Neves Cruz dos Santos Novaes, Juliana Goethals Elmor de Araujo, Eloá Graziele Lopes de Souza, Guilherme Felipe da Silva, Joana Lopes Nunes Cavalcante
