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.
1,266 works in the cohort · of 4,299,418page 13 of 26
Labels cover 3 of 1,266 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 1,266 of 1,266 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Fábio Gorzoni Doro, Ana Paula Ramos, J. Schneider, Ubirajara Pereira Rodrigues Filho, Márcia Andréia Mesquita Silva da Veiga, Cláudia Lumy Yano +3 more
2014· article· en· Canadian Journal of Chemistry· Materials Science
Sophia Necib, Michel L. Schlegel, Christian Bataillon, Sylvie Daumas, Nikitas Diomidis, Peter Keech +1 more
2019· article· en· Corrosion Engineering Science and Technology The International Journal of Corrosion Processes and Corrosion Control· Materials Science
