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.
215 works in the cohort · of 4,299,418page 2 of 5
Labels cover 1 of 215 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 215 of 215 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
2016· book-chapter· en· Advances in knowledge acquisition, transfer, and management book series/Advances in knowledge acquisition, transfer and management book series· Agricultural and Biological Sciences
Marcondes Geraldo Coelho, Eduardo Carvalho da Silva Neto, Norma da Silva Rocha Maciel, Marcos Gervásio Pereira, A. P. D. Turetta, Eliane María Ribeiro da Silva
2025· article· en· Human Ecology· Agricultural and Biological Sciences