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.
900 works in the cohort · of 4,299,418page 6 of 18
Labels cover 0 of 900 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 900 of 900 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Chris Barkan, Robert Fröhling, Roger Lundén, Klaus Riessberger, M D Roney
2010· article· en· Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit· Business, Management and Accounting
2007· article· en· Developing & Delivering Affordable Energy in the 21st Century,27th USAEE/IAEE North American Conference,Sept 16-19, 2007· Business, Management and Accounting
