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.
225 works in the cohort · of 4,299,418page 5 of 5
Labels cover 1 of 225 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 225 of 225 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Beatriz Merçon Leal Reis, Cintia da Silva de Oliveira, Mariela Do Amaral Silva, Mariana Pina da Silva, Katiane Santiago Silva Benett, Cecília Leão Pereira Resende +1 more
2024· article· en· Journal of Sustainable Development· Agricultural and Biological Sciences
Veedaa Soltaniband, A. Brégard, Yves Desjardins, Martine Dorais
2021· article· en· Organic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)· Agricultural and Biological Sciences