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 9 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.
Cristina Célia de Almeida Pereira Santana, Ana Tereza Vaz de Souza Freitas, Gilson Oliveira Barreto, Igor Sousa De Avelar, Renata Mazaro‐Costa, Gina Nolêto Bueno +3 more
Cristina Comeras-Chueca, Lorena Villalba-Heredia, José Luis Pérez-Lasierra, Gabriel Lozano‐Berges, Ángel Matute-Llorente, Germán Vicente‐Rodríguez +2 more