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.
835 works in the cohort · of 4,299,418page 14 of 17
Labels cover 5 of 835 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 835 of 835 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Ana Flávia De Oliveira, Cibele Roberta Sugara, Denise Helena Lombardo Ferreira, Duarcides Ferreira Mariosa, Samuel Carvalho De Benedicto, Orandi Mina Falsarella
2024· article· en· OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA· Economics, Econometrics and Finance
