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.
1,449 works in the cohort · of 4,299,418page 14 of 29
Labels cover 0 of 1,449 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 1,449 of 1,449 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Roberto Antônio da Costa Jerônimo Júnior, Ranieri Ribeiro Paula, Talitha Mayumi Francisco, Dayvid Rodrigues Couto, João Mário Comper Covre, Dora M. Villela
2025· article· en· Forests· Agricultural and Biological Sciences
2014· report· en· CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)· Agricultural and Biological Sciences
2005· article· pt· The Scientific Electronic Library Online (Fundação de Amparo à Pesquisa do Estado de São Paulo)· Agricultural and Biological Sciences
2018· dissertation· es· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Agricultural and Biological Sciences
