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.
Results by year
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.
213 works in the cohort · of 4,299,418page 1 of 5
Labels cover 0 of 213 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 213 of 213 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Tatiana Cristina Santos de Castro, Antônio Carlos Leal de Castro, Leonardo Silva Soares, Marcelo Henrique Lopes Silva, Helen Roberta Silva Ferreira, James Werllen de Jesus Azevedo +1 more
2017· article· en· Journal of Sustainable Development· Environmental Science
Franciele de Freitas Silva, Adriana Rodolfo da Costa, Pedro Rogério Giongo, Luciane de Souza Pereira, Wagner de Freitas Silva, Thomas Jefferson Cavalcante +3 more
2019· article· en· Journal of Agricultural Science· Environmental Science
