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.
309 works in the cohort · of 4,299,418page 2 of 7
Labels cover 0 of 309 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 309 of 309 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Valéria Arenhardt, Flávio de São Pedro Filho, Luciana Rezende Alves de Oliveira, Wellington Cyro de Almeida Leite, Roberto Simplício Guimarães, Eduardo Egídio Vicensi Deliza
2020· article· en· International Journal of Business Administration· Environmental Science
Tainara Silveira Leal Chicri, Alice Raquel Caminha, Ricardo Sousa Cavalcanti, Michael Silveira Thebaldi, Leyser Rodrigues Oliveira, Vladimir Antonio da Silva
2025· article· pt· Revista Brasileira de Geografia Física· Environmental Science
