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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20042024
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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.
54 works in the cohort · of 4,299,418page 1 of 2
Labels cover 0 of 54 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 54 of 54 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Paulo Roberto Torres Matta, Marcos Fernando Moraes Coelho, Alberto Henrique Cordeiro, Paulo Roberto Jorge, Luiz de Carvalho Maróstica, Cizenando Edward do Nascimento +4 more
2007· article· pt· ABM Proceedings· Health Professions
Pedro José Nolasco Sobrinho, Gérson Ceslau Rusky, Marcos Vinícius Rocco, Osmar Coura de Oliveira, Humberto Henrique Ferreira de Assis Procópio, José Márcio Garcia de Campos +2 more
Leonardo Augusto Moreira Dourado, Clarissa Danielle Mendonça de Oliveira, Marcelo Renney Alves de Freitas, Ricardo Strangis Cumino, João Telésforo Nóbrega de Medeiros