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.
838 works in the cohort · of 4,299,418page 13 of 17
Labels cover 1 of 838 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 838 of 838 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
John T. Blake, Michelle Rogerson, Dorothy V. Harris
2013· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Business, Management and Accounting
Vítor Augusto Andreghetto Bortolin, Bernardo Luiz Harry Diniz Lemos, Rodrigo de Lima Amaral, Marcelo Mazzeto, Idágene A. Cestari, Júlio Romano Maneghini
2021· article· en· Proceedings of the World Congress on New Technologies· Business, Management and Accounting
