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.
1,060 works in the cohort · of 4,299,418page 10 of 22
Labels cover 5 of 1,060 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 1,060 of 1,060 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Luis Ramiro Miramontes-Martínez, Pasiano Rivas‐García, Rafael Arturo Briones-Cristerna, Joaquim Eugenio Abel-Seabra, Alejandro Padilla‐Rivera, José Enrique Botello-Álvarez +2 more
2022· article· en· Biomass Conversion and Biorefinery· Engineering
Ianny Andrade Cruz, Victor Ruan Silva Nascimento, Raul José Alves Felisardo, Ataíde Mateus Gualberto dos Santos, Anderson Alles de Jesus, Bruna Rêgo de Vasconcelos +3 more
2023· article· en· Biomass and Bioenergy· Engineering
