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.
116 works in the cohort · of 4,299,418page 1 of 3
Labels cover 0 of 116 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 116 of 116 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Carlos Machado de Freitas, Christovam Barcellos, Daniel Antunes Maciel Villela, Margareth Crisóstomo Portela, Lenice Gnocchi da Costa Reis, Raphael Mendonça Guimarães +3 more
2023· review· pt· Ciência & Saúde Coletiva· Social Sciences
José Benedito dos Santos Batista Neto, Thiago Marcírio Gonçalves de Castro, Renata Campos de Sousa Borges, Daniele Lima dos Anjos Reis, Tania de Sousa Pinheiro Medeiros, Milena Coelho Fernandes Caldato +4 more
2020· article· pt· Revista Eletrônica Acervo Saúde· Social Sciences
Welisson Barbosa Costa, Samuel Chagas de Assis, Natalia Gurgel do Carmo, Arthur Dias Mendoza, Rafael Dos Santos da Silva, Luís Fernando Boff Zarpelon +1 more
2023· article· pt· RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218· Social Sciences
Sarah Beatriz Salvador Castro Faria, Juliana Mendes da Silva, Vitor Tadeu Pereira Erthal da Costa, Adriano Theodoro da Silva, Gerlinde Agate Platais Brasil Teixeira
2021· article· pt· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Social Sciences
