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.
Results by year
20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
440 works in the cohort · of 4,299,418page 5 of 9
Labels cover 1 of 440 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 440 of 440 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
José Neto de Oliveira Felippe, Ana Cláudia Afonso Valladares-Torres, Jorge M. Bandeira, Mônica Regina Pereira Senra Soares, Vicente José Barreto Guimarães, Edgar Fernández Fonseca +7 more
José Neto de Oliveira Felippe, Lucas Teixeira Dezem, Vicente José Barreto Guimarães, Wilton Maia Velez, Daniele Soares Da Silva, Lays Fernanda Franklin de Queiroz Cardoso Nascimento +6 more
Alana de Paula da Silva Moreira, Ariell dos Santos Rodrigues, Franciane Alves da Costa, Karem Janaina de Oliveira, Karina de Souza Sousa, Maria de Fátima Góes da Costa
2023· book-chapter· pt· Hawking eBooks· Social Sciences
Lucas Teixeira Dezem, Ana Cláudia Afonso Valladares-Torres, Nikolas Corrent, Tiago Martins, José Antônio dos Santos Filho, Victor Gabriel de Jesus Santos David Costa +6 more
Antônio Nacílio Sousa dos Santos, Bruna Brandão de Farias, Dálcio Rosário Alves, VICTOR EMANUEL DO NASCIMENTO SILVA, Wagner Roberto Batista, Caio Oliveira Di Migueli +5 more
