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.
412 works in the cohort · of 4,299,418page 5 of 9
Labels cover 0 of 412 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 412 of 412 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Viviane Stern da Fonseca-Kruel, Carlos Ε. A. Coimbra, Luís Alexandre Estevão da Silva, Felipe Alves de Oliveira, Maria Paula Vasconcelos Mesquita, Mariana Taniguchi +1 more
2025· article· en· Plants People Planet· Agricultural and Biological Sciences
Maria Inês S. Mendes, Antônio Sérgio de Souza, Maria Angélica Pereira de Carvalho Costa, W. dos S. Soares Filho, Abelmon da Silva Gesteira, Honorato P. Silva Neto
2019· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
2024· dissertation· en· BORIS Theses (Bern Open Research Information System) (Bern University Library, Hochschulstrasse 6, 3012 Bern, Switzerland)· Agricultural and Biological Sciences