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.
446 works in the cohort · of 4,299,418page 7 of 9
Labels cover 0 of 446 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 446 of 446 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Luiza Antonie, Kris Inwood, Chris Minns, Fraser Summerfield
2021· article· en· London School of Economics and Political Science Research Online (London School of Economics and Political Science)· Social Sciences
2018· preprint· en· London School of Economics and Political Science Research Online (London School of Economics and Political Science)· Social Sciences
