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
20032025
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.
801 works in the cohort · of 4,299,418page 7 of 17
Labels cover 5 of 801 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 801 of 801 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Isabela Dantas de Araujo Lima, Casandra Genoveva Rosales Martins Ponce de Leon, Laiane Medeiros Ribeiro, Izabel Cristina Rodrigues da Silva, Danielle Monteiro Vilela Dias, Luciana Mara Monti Fonseca +2 more
2021· article· en· JMIR Serious Games· Social Sciences
Luis Carlos Rodríguez Timaná, Javier Ferney Castillo García, Teodiano Bastos-Filho, Álvaro Alexander Ocampo González, Nazly Rocio Hincapié Monsalve, Nicolas Jacobo Valencia Jiménez
