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.
225 works in the cohort · of 4,299,418page 4 of 5
Labels cover 1 of 225 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 225 of 225 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Rafael Gomes Viana, Itamar Rosa Teixeira, Gisele Carneiro da Silva, Nathan Mickael de Bessa Cunha, Alexandre Marcos Sbroggio Filho, Cristiane Fernandes Lisbôa +1 more
2025· article· en· Journal of Sustainable Development· Agricultural and Biological Sciences
Bruno Anderson Araújo Barros, Sammy Sidney Rocha Matías, Thamyres Yara Lima Evangelista, Mariane Sirqueira Nogueira, Thaís Paula Martins Nunes, Gasparino Batista de Sousa +1 more
2020· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
2014· book-chapter· en· CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)· Agricultural and Biological Sciences