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.
213 works in the cohort · of 4,299,418page 3 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.
Jandyson M. Santos, Luana Oliveira dos Santos, José Arnaldo Santana Costa, Luciano Carlos Sobral de Menezes, Francisco Sandro Rodrigues Holanda, Iramaia Corrêa Bellin
2015· article· pt· Revista Virtual de Química· Environmental Science
José de Jesus Sousa Lemos, Filomena Nádia Rodrigues Bezerra, Elizama Cavalcante de Paiva, Antonia Leudiane Mariano Ipólito, Érika Costa Sousa, João da Costa Filho
2024· article· en· International Journal of Business Administration· Environmental Science
Pedro da Silva Aguiar Neto, Willian Gomes Batista, Bruno Carrilho De Castro, Clerson Delvani Reis, Guilherme Alves Morais, Flavio Roldão De Carvalho Lelis
2018· article· pt· DOAJ (DOAJ: Directory of Open Access Journals)· Environmental Science