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.
868 works in the cohort · of 4,299,418page 17 of 18
Labels cover 1 of 868 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 868 of 868 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
2025· article· en· Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))· Engineering
Lisbett Susana Materano-Escalona, Judith Amador-Hernández, Diego Martínez-Carrillo, Alma Vázquez‐Lule, Miguel Velázquez-Manzanares, Alejandra Guadalupe Gutiérrez Alejandro
2025· article· en· Environmental Monitoring and Assessment· Engineering