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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20032025
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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.
82 works in the cohort · of 4,299,418page 1 of 2
Labels cover 0 of 82 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 82 of 82 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Luizemara Soares Alves Szameitat, Mônica Heilbron, Maria Alice Nascimento Fagundes de Aragão, Giänreto Manatschal, Francisco José Fonseca Ferreira, Alessandra de Barros e Silva Bongiolo +2 more
2023· article· en· Journal of South American Earth Sciences· Earth and Planetary Sciences
Ítalo Sampaio Rodrigues, Carlos Alexandre Gomes Costa, Adunias dos Santos Teixeira, Iran Eduardo Lima Neto, Fernando Bezerra Lopes, José Carlos de Araújo
2025· article· en· Journal of South American Earth Sciences· Environmental Science
