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.
986 works in the cohort · of 4,299,418page 13 of 20
Labels cover 1 of 986 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 986 of 986 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Stéphane Pagès, Israël Veilleux, Paul De Koninck, Daniel Côté
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
2009· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
Lin Huang, Shau Poh Chong, Arthur K. Mills, David J. Jones, Shuo Tang
2014· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
Alexei Kazarine, Sarah Bouhabel, Annie H. Douillette, Karen Kost, Nicole Y. K. Li‐Jessen, Luc Mongeau +1 more
2017· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
L. Jay, C. Dion, A. Brocas, Kanwarpal Singh, J. C. Kieffer, Isabelle Brunette +1 more
2010· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
Trudey Nicklee, David W. Hedley, Brian C. Wilson, Savvas Damaskinos
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
2002· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
Gang Li, Savvas Damaskinos, A. E. Dixon, Lucy E. J. Lee
2005· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology