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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20242025
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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.
9 works in the cohort · of 4,299,418page 1 of 1
Labels cover 0 of 9 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 9 of 9 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Maria Luíza Sanches Novaes Diniz De Carvalho, Marina Rosan Costa, Natalia Szuparits Simões, Ellen Monteiro Ferro, Beatriz Resina Ueda, Matheus Cabral De Oliveira +3 more
Adenildo Felipe Santos Cardoso Da Silva, Edduardo Willker Teixeira de Rezende, Luiza Almeida Perdigão, Lorena Cristina Lima Barbosa, Marcos Aurélio Silva Oliveira, Maria Silvia Prestes Pedrosa +4 more
Amauri Bogo, Cleia Demétrio Pereira, Heitor Pereira de Carvalho, Antonia Geiciane Vieira Lima de Carvalho, Pedro de Oliveira Silva, Renata Scussel Mariani +1 more
2024· article· pt· LUMEN ET VIRTUS· Social Sciences