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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20122025
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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.
454 works in the cohort · of 4,299,418page 9 of 10
Labels cover 1 of 454 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 454 of 454 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Karla Aparecida Vasconcelos Alves da Cruz, Roberto Líder Churampi-Cangalaya, Luis Antonio Visurraga Camargo, Miguel Fernando Inga-Ávila, Kiko Richard Lopez Coz, Teddy Johnnie Salas Matos +2 more
2025· article· en· Decision Science Letters· Social Sciences
Miguel Fernando Inga-Ávila, Roberto Líder Churampi-Cangalaya, Francisca Huamán Pérez, Rubén García Huamaní, Gary Francis Rojas Hurtado, Fredy Orlando Soto Cardenas +1 more
2025· article· en· Decision Science Letters· Economics, Econometrics and Finance
Luis Alberto Poma-Lagos, Roberto Líder Churampi-Cangalaya, Zenón Manuel López Robles, Arturo Molina, Teddy Johnnie Salas Matos, Efraín Núñez Villazana +1 more
2025· article· en· Decision Science Letters· Social Sciences
Luis Ricardo Flores-Vilcapoma, Augusto Aliaga-Miranda, Paulo César Callupe-Cueva, Marina Angelica Porras-Rojas, José Vladimir Ponce-de-León-Berrios, Wilmar Salvador Chavarry-Becerra +1 more
2025· article· en· Decision Science Letters· Business, Management and Accounting
Julio César Mariños-Alfaro, Luis Ricardo Flores-Vilcapoma, Augusto Aliaga-Miranda, Jacqueline Denisse Llacza-Molina, Augusto Lozano-Quispe, Wilmar Salvador Chavarry-Becerr