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.
215 works in the cohort · of 4,299,418page 3 of 5
Labels cover 1 of 215 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 215 of 215 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Надія Адамчук-Чала, Надежда Єфимищ, Єлизавета Чала
2025· article· en· Problems of a systemic approach to the economy enterprises (National Aviation University, Ukraine, Kyiv)· Agricultural and Biological Sciences
Ana Lúcia de Moura Pontes, Inara Do Nascimento Tavares, Felipe Rangel de Souza Machado, Braulina Baniwa, Ricardo Ventura Santos, Clarice Vianna da Costa
2024· article· en· International Journal of Indigenous Health· Agricultural and Biological Sciences
2017· article· en· London School of Economics and Political Science Research Online (London School of Economics and Political Science)· Agricultural and Biological Sciences