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.
929 works in the cohort · of 4,299,418page 13 of 19
Labels cover 5 of 929 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 929 of 929 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Vera Lúcia A. Vieira, Ana Carla Asfora El-Deir, M.A.A. Furtado-Neto, Steven M. Carr
2000· article· en· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Biochemistry, Genetics and Molecular Biology
Helen Cristine Leimann Winter, Maria Fernanda Silva Rodrigues, Iandra de Assis Silva, Rozilaine Aparecida Pelegrine Gomes de Faria, Daniel Oster Ritter, Marilú Lanzarin
2025· article· en· Journal of Food Research· Biochemistry, Genetics and Molecular Biology
