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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20022025
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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.
57 works in the cohort · of 4,299,418page 1 of 2
Labels cover 0 of 57 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 57 of 57 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Juan Carlos Alvarado Alcócer, Maria Leidinice da Silva, Natali Pamela Mora Sandí, Eric J. Alfaro, Hugo G. Hidalgo León, Paulo Roberto Silva Pessoa +1 more
2023· other· en· Investigative News in Education (Universidad de Costa Rica)
Oscar Mauricio Chaves Badilla, Vanessa Morales Cerdas, Jazmín Calderón Quirós, Inés Azofeifa Rojas, José Pablo Riba Hernández, Daniela Solano Rojas +3 more
2023· preprint· en· Investigative News in Education (Universidad de Costa Rica)· Psychology
