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.
90 works in the cohort · of 4,299,418page 2 of 2
Labels cover 1 of 90 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 90 of 90 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Waldyr Barcellos Júnior, José Neto de Oliveira Felippe, Ana Cláudia Afonso Valladares-Torres, Terezinha Sirley Ribeiro Sousa, Alexandre Moura Lima Neto, Henrique Gomes de Araújo e Castro +7 more
2025· article· pt· DELOS Desarrollo Local Sostenible· Social Sciences
Vanessa Elisabete Raue Rodrigues, Rita de Cássia da Silva Oliveira, Sandra de Almeida Figueira, Tiago Vinicius de Almeida Figueira, Maria das Graças Reis Barreto, Newdith Mendonça Dias +10 more
