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 7 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.
Scott Briggs, Jennifer McKelvie, Peter Keech, Brent E. Sleep, M. Król
2017· article· en· Corrosion Engineering Science and Technology The International Journal of Corrosion Processes and Corrosion Control· Materials Science
Peter Adeniyi Alaba, Sunday Adedigba, Sunday Felix Olupinla, Oluranti Agboola, Samuel Eshorame Sanni
2019· article· en· Critical reviews in solid state and materials sciences/CRC critical reviews in solid state and materials sciences· Materials Science
David S. Hall, Thalia E. Standish, Mehran Behazin, Peter Keech
2018· article· en· Corrosion Engineering Science and Technology The International Journal of Corrosion Processes and Corrosion Control· Materials Science
