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.
714 works in the cohort · of 4,299,418page 10 of 15
Labels cover 0 of 714 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 714 of 714 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Lilia-Margarita Herrera-Ibarra, Alejandra Martín Domínguez, Rosa-María Ramírez-Zamora, Sara Pérez-Castrejón, María-de-Lourdes Rivera-Huerta, Patrick Drogui +1 more
2023· article· en· Journal of environmental chemical engineering· Environmental Science
Itzel Celeste Romero-Soto, Celestino García‐Gómez, Luis Alonso Leyva-Soto, Juan Nápoles-Armenta, María O. Concha Guzmán, Lourdes Mariana Díaz-Tenorio +5 more
2021· article· en· Water Science & Technology· Environmental Science
