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
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
362 works in the cohort · of 4,299,418page 4 of 8
Labels cover 3 of 362 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 362 of 362 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
José Falcão Sobrinho, Cleire Lima da Costa Falcão, Bruna Lima Carvalho, Francisca Edineide Lima Barbosa, Rejane Maria Lima de Sousa, Nayane Barros Sousa Fernandes +3 more
2024· article· en· Journal of Education and Learning· Social Sciences
I. Detchev, U. Kanjir, S. R. Reyes, Hiroyuki Miyazaki, A. F. Aktas
2016· article· en· The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Social Sciences
