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.
708 works in the cohort · of 4,299,418page 11 of 15
Labels cover 2 of 708 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 708 of 708 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Núbia Angélica de Ávila Branquinho, Fabiano Guimarães Silva, Osvaldo Resende, Luiz C. A. Barbosa, Daniel Emanuel Cabral de Oliveira, Rita Cássia Nascimento Pedroso
2018· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Diogo Mendes da Silva, Suzan Kelly Vilela Bertolucci, Smail Aazza, Alexandre Alves de Carvalho, Simony Carvalho Mendonça, Thais Cristina Loyola da Silva +1 more
2019· article· en· Journal of Agricultural Science· Agricultural and Biological Sciences
Antônio Carlos Pereira de Menezes Filho, Luciene Teixeira Gonçalves Romão, Eloisa Borges dos Reis, Karla da Silva Malaquias, Carlos Frederico de Souza Castro, Suzana Maria Loures de Oliveira Marcionílio +1 more
2020· article· en· Research Society and Development· Agricultural and Biological Sciences