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.
712 works in the cohort · of 4,299,418page 10 of 15
Labels cover 1 of 712 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 712 of 712 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Alex Souza de Jesus, Caroline Rabelo Coelho, Ighor Costa Barreto, José Guedes de Sena Filho, Paulo César de Lima Nogueira, Adenir Vieira Teodoro +1 more
2019· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Júlio Israel Fernandes, Guilherme G. Verocai, Francisco Adelton Alves Ribeiro, Raquel M.P.S. Melo, Thaís Ribeiro Correia, Cristiano Chaves Pessoa da Veiga +2 more
2012· article· pt· Pesquisa Veterinária Brasileira· Agricultural and Biological Sciences