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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20062023
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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.
13 works in the cohort · of 4,299,418page 1 of 1
Labels cover 0 of 13 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 13 of 13 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Murilo de Souza Ferreira, Thiago Vinícius Ribeiro Soeira, Deusmaque Carneiro Ferreira, M. S. da Luz, Cristiano Poleto, Júlio César de Souza Inácio Gonçalves
2020· article· en· Ambiente e Agua - An Interdisciplinary Journal of Applied Science· Earth and Planetary Sciences
Paulo Henrique de Souza, Marcos Vinícius Winckler Caldeira, William Macedo Delarmelina, Paulo André Trazzi, Ranieri Ribeiro Paula, Dione Richer Momolli +4 more
2023· article· en· Ambiente e Agua - An Interdisciplinary Journal of Applied Science· Environmental Science