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.
250 works in the cohort · of 4,299,418page 4 of 5
Labels cover 0 of 250 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 250 of 250 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
2023· article· en· White Rose Research Online (University of Leeds, The University of Sheffield, University of York)· Biochemistry, Genetics and Molecular Biology
2025· article· en· Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science· Biochemistry, Genetics and Molecular Biology