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.
1,058 works in the cohort · of 4,299,418page 15 of 22
Labels cover 0 of 1,058 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 1,058 of 1,058 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Rodrigo Otávio Veiga de Miranda, Rodolfo Nóbrega, Anne Verhoef, Estevão Lucas Ramos Da Silva, Jadson Freire da Silva, José Coelho de Araújo Filho +10 more
2025· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
Ismênia Ribeiro de Oliveira, Jussara Silva Dantas, Letícia da Silva Ribeiro, James Ribeiro de Azevedo, Lauter Silva Souto, Francisco Alves da Silva +2 more
2018· article· en· Journal of Agricultural Science· Environmental Science
