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.
682 works in the cohort · of 4,299,418page 6 of 14
Labels cover 0 of 682 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 682 of 682 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Yago Tavares Pinheiro, Janmilli da Costa Dantas, José Rebberty Rodrigo Holanda, Ankilma do Nascimento Andrade Feitosa, Richardson Augusto Rosendo da Silva
2023· review· en· JMIR Research Protocols· Medicine
Nathália Stela Visoná de Figueiredo, Débora Bartzen Moraes Angst, Lucas Silvestre Mendes, Michel Ferreira Machado, Maria Sheila Guimarães Rocha, Sônia Maria Dozzi Brucki