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.
244 works in the cohort · of 4,299,418page 2 of 5
Labels cover 1 of 244 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 244 of 244 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Érico da Silva Lima, Tiago Neves Pereira Valente, Roberto de Oliveira Roça, Andréia Santos Cezário, Wallacy Barbacena Rosa dos Santos, Bruno Borges Deminicis +1 more
2017· review· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Guilherme da Silva Pereira, Renan Lima de Sousa, Raquel Linhares Bello de Araújo, Lúcia Vieira Hoffmann, Ênio Farias de França e Silva, Paulo Augusto Vianna Barroso
2012· article· en· Botany· Agricultural and Biological Sciences
Andrezza Arantes Castro, Lúcia Vieira Hoffmann, Thiago Henrique de Lima, Aryanny Irene Domingos Oliveira, Rafaela Ribeiro de Brito, Letícia de Maria Oliveira Mendes +3 more
2016· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences