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.
1,856 works in the cohort · of 4,299,418page 20 of 38
Labels cover 4 of 1,856 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 1,856 of 1,856 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.
Rebecca Greenberg, Michael J. Campbell, Linda Wright
2014· book-chapter· en· International library of ethics, law, and the new medicine/The international library of ethics, law, and the new medicine· Medicine
Neide da Silva Knihs, Ariadne Matzembacher da Silva, Juliana dos Santos, Rosi Meri da Silva, Sibele Maria Schuantes Paim, Vanessa Silva e Silva +2 more
2022· article· pt· Texto & Contexto - Enfermagem· Medicine
