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.
385 works in the cohort · of 4,299,418page 5 of 8
Labels cover 0 of 385 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 385 of 385 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Maria Elisa de Sena Fernandes, Flávio Lemes Fernandes, Natália Oliveira Silva, Derly José Henriques da Silva, Frederico Garcia Pinto, Rodrigo Soares Ramos
2014· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
André Luís Bombonato de Oliveira, Cinthia Souza Rodrigues, Guilherme Augusto Peres Silva, Eduardo Sawazaki, Vera Lúcia Nishijima Paes de Barros, Maria Elisa Ayres Guidetti Zagatto Paterniani
2022· article· en· Acta Scientiarum Agronomy· Agricultural and Biological Sciences
