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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20062025
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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.
62 works in the cohort · of 4,299,418page 1 of 2
Labels cover 0 of 62 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 62 of 62 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Renato Tavares Fonseca, Gustavo Casimiro-Lopes, Juliana Brandão Pinto de Castro, Luciano Alonso Valente dos Santos, Bruno Lucas Pinheiro Lima, Gilson Ramos de Oliveira Filho +2 more
Rodrigo Alberto Vieira Browne, Rafael Lucas Brasil Costa, João Paulo Rodrigues dos Santos, José Damião Saraiva Gomes-Júnior, Samuel Lira Da Silva Barbosa, Eriston De Souza Bezerra +6 more
Walter Sepúlveda‐Loyola, Renata Pires Tricanico Maciel, Denílson de Castro Teixeira, Felipe Araya‐Quintanilla, Rubens Alexandre da Silva, Alejandro Álvarez‐Bustos +4 more
Jéssica Gomes Gonçalves, Leonardo Gomes de Oliveira Luz, Paulo Felipe Ribeiro Bandeira, Thaliane Prazeres, Victor Hugo Moreira de Lima, Douglas Eduardo Ferreira Maia +4 more
