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.
165 works in the cohort · of 4,299,418page 2 of 4
Labels cover 0 of 165 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 165 of 165 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Héctor M. Zazueta‐Islas, Marlene Solís‐Cortés, Natalia Vega-Molina, Beatriz Salceda‐Sánchez, José Francisco Nieto‐Cabrales, Rebeca Rojas-Ronquillo +3 more
2025· article· en· REVISTA CHILENA DE ENTOMOLOGÍA· Environmental Science
Nelson de Araújo Vega, Juliana de Carvalho Britto, Bruna Ferreira Balduino, Bruno Coelho Mendes, Camila Caldeira Ubida, Igor Ricardo Carneiro Firmino +1 more
2025· article· pt· Brazilian Journal of Health Review· Environmental Science
