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.
529 works in the cohort · of 4,299,418page 2 of 11
Labels cover 0 of 529 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 529 of 529 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Amélie Barbier‐Gauchard, Kéa Baret, Alexandru Minea
2021· article· en· univOAK (4 institutions : Université de Strasbourg, Université de Haute Alsace, INSA Strasbourg, Bibliothèque Nationale et Universitaire de Strasbourg)· Economics, Econometrics and Finance
Karl‐Martin Ehrhart, Roy Gardner, Jürgen von Hagen, Claudia Keser
2019· article· en· GoeScholar The Publication Server of the Georg-August-Universität Göttingen (Georg-August-Universität Göttingen)· Economics, Econometrics and Finance