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.
3,696 works in the cohort · of 4,299,418page 20 of 74
Labels cover 7 of 3,696 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 3,696 of 3,696 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
2014· article· en· Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea)· Biochemistry, Genetics and Molecular Biology
2022· article· fr· Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))· Biochemistry, Genetics and Molecular Biology
2023· article· en· University of Groningen research database (University of Groningen / Centre for Information Technology)· Biochemistry, Genetics and Molecular Biology
2021· article· en· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Biochemistry, Genetics and Molecular Biology
