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
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
267 works in the cohort · of 4,299,418page 4 of 6
Labels cover 0 of 267 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 267 of 267 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Bruno Nicchio, Fernando Cézar Juliatti, Hamilton Seron Pereira, Marlon Anderson Marcondes Vieira, Ideon C. Vasconcelos Filho, Robson Thiago Xavier de Sousa +1 more
2023· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Jéssica Aline Linné, Vanda Maria de Aquino Figueiredo, Wállas Matos Cerqueira, João Lucas da Costa Santos de Almeida, Antonio Augusto Souza Silva, Maílson Vieira Jesus +3 more
2025· article· en· Canadian Journal of Forest Research· Agricultural and Biological Sciences
Rafael Gómez Arrieta, Camila de Andrade Carvalho Gualberto, Thiago Siqueira Prudente, Gustavo Alves Santos, Luiz Henrique Alves da Silveira, Bruno Nicchio +1 more
2020· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
