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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20112025
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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.
28 works in the cohort · of 4,299,418page 1 of 1
Labels cover 0 of 28 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 28 of 28 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Wilma Ferreira Guedes Rodrigues, Leila Rangel da Silva, Maria Aparecida de Luca Nascimento, Carlos Soares Pernambuco, Tânia Santos Giani, Estélio Henrique Martin Dantas
Letícia Bobato, Gabriele Cristina Seguro Bressan, Lucas Vinicius Dias, RAMON SCHMIDT DE SALES, Audrin Said Vojciechowski, Luiza Helena Gonçalves +1 more
2025· article· en· Einstein (São Paulo)· Biochemistry, Genetics and Molecular Biology