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.
989 works in the cohort · of 4,299,418page 5 of 20
Labels cover 5 of 989 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 989 of 989 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Chris McPhee, Seppo Leminen, Dimitri Schuurman, Mika Westerlund, K.R.E. Huizingh
2016· article· en· University of Groningen research database (University of Groningen / Centre for Information Technology)· Business, Management and Accounting
2006· article· en· The International Journal of Education and Development using Information and Communication Technology (The University of the West Indies)· Business, Management and Accounting
