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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20002025
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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.
700 works in the cohort · of 4,299,418page 13 of 14
Labels cover 3 of 700 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 700 of 700 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Amro Abdelaziz Ahmed Mohamed, Hussam Mohamed Ahmed Elawad Elbashir, Yousra Ahmed Abdelrahman Elnasser Ali Elhefnawy, Alaa Abdelrahman Ahmed Gasmelseed, Mohey Aldien Ahmed Elamin Elnour
Daniel Sánchez Knupflemacher, Xavier Antonio Sánchez García, Asdin Alexa Meza Marthos, Perla Delgado Figueroa, Yareli Santos Martinez, Montserrat Salinas de los Santos
2025· article· es· Revista Científica de Salud y Desarrollo Humano· Medicine