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.
580 works in the cohort · of 4,299,418page 11 of 12
Labels cover 3 of 580 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 580 of 580 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Dianne Thurab‐Nkhosi, Open Campus, Trinidad and Tobago.
2009· editorial· en· The International Journal of Education and Development using Information and Communication Technology (The University of the West Indies)· Computer Science
