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.
232 works in the cohort · of 4,299,418page 3 of 5
Labels cover 0 of 232 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 232 of 232 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Rafael Saraiva de Andrade Rodrigues, Eduardo Ferreira José Heise, Luis Felipe Hartmann, Guilherme Eduardo Rocha, Márcia Olandoski, Mariane Martins de Araújo Stefani +15 more
Ciane Cristina de Oliveira Mackert, F. Lázaro, Márcia Olandowski, Helena Regina Salomé D’Espindula, Andressa Mayra dos Santos, Priscila Verchai Uaska Sartori +6 more
Aruse Maria Marques Soares, Rita da Graça Carvalhal Frazão Corrêa, Kézia Cristina Batista dos Santos, Ivan Abreu Figueiredo, Maria de Fátima Lires Paiva, Dorlene Maria Cardoso de Aquino
