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.
328 works in the cohort · of 4,299,418page 5 of 7
Labels cover 0 of 328 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 328 of 328 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Ayrlane Alves de Lima Sales Lopes, Celmy Maria Bezerra de Menezes Barbosa, Alan Gomes da Câmara, Edilson Eugenio da Silva, Leonardo Gadêlha Tumajan Costa de Melo, José Geraldo A. Pacheco +5 more
Hector Daniel Almeida Gonzalez, Gabriel Rafael Guerrero Porras, Hervé Vezin, Lisandra Morales‐Álvarez, Angel Luis Corcho‐Valdés, Luis Javier Martínez +10 more