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.
249 works in the cohort · of 4,299,418page 4 of 5
Labels cover 1 of 249 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 249 of 249 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.
Lívia Pereira Brocos Pires, Augusto Henrique Alves de Oliveira, Hillionne Ferreira da Silva, Patrícia Teixeira de Oliveira, Patrícia Bittencourt Dutra dos Santos, Fábio Henrique Pinheiro
2015· article· en· American Journal of Orthodontics and Dentofacial Orthopedics· Dentistry
