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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20032025
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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.
801 works in the cohort · of 4,299,418page 8 of 17
Labels cover 5 of 801 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 801 of 801 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Ismael Edrein Espinosa‐Curiel, Edgar Efrén Pozas-Bogarin, Maryleidi Hernández-Arvizu, Maria Elena Navarro-Jiménez, Edwin Emeth Delgado-Pérez, Juan Martı́nez-Miranda +1 more
Jorge Fernando Ambros-Antemate, María Del Pilar Beristain-Colorado, Marciano Vargas-Treviño, Jaime Gutiérrez-Gutiérrez, Pedro Hernández‐Cruz, Itandehui Belem Gallegos-Velasco +1 more
