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.
985 works in the cohort · of 4,299,418page 7 of 20
Labels cover 1 of 985 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 985 of 985 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Alencar Kolinski Machado, Francine Carla Cadoná, Charles Elias Assmann, Ana C. Andreazza, Marta Maria Medeiros Frescura Duarte, Cátia Santos Branco +4 more
2019· article· en· Journal of Functional Foods· Biochemistry, Genetics and Molecular Biology
Carina de Lima Buzzo, Tiago da Silva Medina, Laura Migliari Branco, Silvia Lucena Lage, Luís Carlos de Souza Ferreira, Gustavo P. Amarante‐Mendes +3 more
2017· article· en· Scientific Reports· Biochemistry, Genetics and Molecular Biology