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.
4,606 works in the cohort · of 4,299,418page 2 of 93
Labels cover 10 of 4,606 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 4,606 of 4,606 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Aila Anne Pinto Farias Contarato, Érika Dantas de Medeiros Rocha, Sandra Ana Czarnobay, Silmara Salete de Barros Silva Mastroeni, Paul J. Veugelers, Marco Fábio Mastroeni
2016· article· pt· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Medicine
Hicham Berrougui, Miguel López‐Lázaro, Carmen Martı́n-Cordero, Mohamed Mamouchi, Abdelkader Ettaib, María Herrera
2005· article· en· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Biochemistry, Genetics and Molecular Biology
Guilda Guzmán-Colis, Frédèric Thalasso, Elsa Marcela Ramírez-López, Silvia Rodríguez-Narciso, Alma L. Guerrero-Barrera, Francisco Javier Avelar-González
2011· article· es· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Environmental Science
Simey de Lima Lopes Rodrigues, Roberta Cunha Matheus Rodrigues, Thaís Moreira São‐João, Renata Bigatti Bellizzotti Pavan, Kátia Melissa Padilha, Maria Cecília Bueno Jayme Gallani
2013· article· pt· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Social Sciences
