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.
732 works in the cohort · of 4,299,418page 13 of 15
Labels cover 0 of 732 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 732 of 732 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Marion Casagrande, Lionel Alletto, Christophe Naudin, Célia Seassau, Ali Siah, Florian Celette
2014· preprint· en· Organic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)· Agricultural and Biological Sciences
