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.
Results by year
20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,067 works in the cohort · of 4,299,418page 14 of 22
Labels cover 1 of 1,067 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 1,067 of 1,067 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.
Esaú Montañez-Rodriguez, Sabino Hazael Avila-Rojas, Ariana Guadalupe Jimenez-Dorantes, Juan Carlos León‐Contreras, Rogélio Hernández‐Pando, José Manuel Arreola‐Guerra +4 more
2024· article· en· Environmental Toxicology and Pharmacology· Biochemistry, Genetics and Molecular Biology
Cristiane Regina Gruber, Allan Fernando Giovanini, Thelma Larocca Skare, Graziela Junges Crescente Rastelli, Luiz Fernando Kubrusly, Marcos Fabiano Sigwalt +3 more
2023· article· en· BioSCIENCE· Biochemistry, Genetics and Molecular Biology
