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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20002024
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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.
226 works in the cohort · of 4,299,418page 2 of 5
Labels cover 1 of 226 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 226 of 226 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Guillermo Espinosa‐Reyes, César A. Ilizaliturri‐Hernández, Donaji J. González‐Mille, Rogelio Costilla, Fernando Díaz‐Barriga, María Del Carmen Cuevas +2 more
2009· article· en· Journal of Environmental Science and Health Part A· Environmental Science
Aline Christine Bernegossi, Bárbara Luíza Souza Freitas, Gleyson B. Castro, Jéssica Pelinsom Marques, Liliane Folli Trindade, Mara R. de Lima e Silva +2 more
2022· review· en· Journal of Environmental Science and Health Part A· Environmental Science