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.
1,029 works in the cohort · of 4,299,418page 11 of 21
Labels cover 5 of 1,029 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 1,029 of 1,029 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Lívia Maria da Costa Dantas, Cláudio Márcio de Medeiros Maia, Karla Suzanne Florentino da Silva Chaves Damasceno, Larissa Mont’Alverne Jucá Seabra, Gabriela Chaves, Cristiane Fernandes de Assis +1 more
2022· review· en· Journal of the Science of Food and Agriculture· Immunology and Microbiology
