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.
780 works in the cohort · of 4,299,418page 8 of 16
Labels cover 1 of 780 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 780 of 780 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Guilherme de Moura Haguenauer, Gardenio Diogo Pimentel da Silva, Mostafa H. Sharqawy, Sudá de Andrade Neto, Daniel de Berrêdo Viana, Marcos Aurélio Vasconcelos de Freitas
2019· article· en· Desalination and Water Treatment· Environmental Science
A. Moe, K. Koehler-Munro, Robert C Bryan, T. Goddard, L. Kryzanowski, R. Schenck +1 more
2014· article· en· Proceedings of the 9th International Conference on Life Cycle Assessment in the Agri-Food Sector (LCA Food 2014), San Francisco, California, USA, 8-10 October, 2014.· Environmental Science
