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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20092025
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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.
3,622 works in the cohort · of 4,299,418page 57 of 73
Labels cover 2 of 3,622 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 3,622 of 3,622 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.
João Pedro R. da Silva, Vanderléia Schoeninger, Fabrício Correia de Oliveira, Rodrigo Aparecido Jordan, Valdiney Cambuy Siqueira, Elton Aparecido Siqueira Martins +4 more
2019· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Francisco Vaniés da Silva Sá, Lauter Silva Souto, Emanoela Pereira de Paiva, Rayane Amaral de Andrade, Yuri Bezerra de Lima, Fernanda Andrade de Oliveira +1 more
2017· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Susana Cristine Siebeneichler, Elonha Rodrigues dos Santos, Ronice Alves Veloso, M. A. B. Pereira, Rodolfo Figueroa Brito, Clóvis Maurílio de Souza +3 more
2019· article· en· Journal of Agricultural Science· Biochemistry, Genetics and Molecular Biology
Marinho Rocho da Silva, Joadil Gonçalves de Abreu, Oscarlina Lúcia dos Santos Weber, Alexandra de Paiva Soares, Edna Maria Bonfim-Silva, Jefferson Vieira José
2019· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Gabriela de Sousa Ferreira, Paulo Ovídio Batista de Brito, Tiago de Abreu Lima, Francisco Ícaro Carvalho Aderaldo, Gabrielli Teles De Carvalho, Elias do Nascimento de Sousa Filho +1 more
2022· article· en· Journal of Agricultural Science· Nursing
Tâmara Rebecca Albuquerque de Oliveira, Moysés Nascimento, Paulo Renato Z. Santos, Kleyton Danilo S. Costa, Thalyson Vasconcelos Lima, Gabriela Karoline Michelon +4 more
2020· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
