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.
934 works in the cohort · of 4,299,418page 16 of 19
Labels cover 0 of 934 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 934 of 934 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
2015· report· en· CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)· Environmental Science
Michael Halewood, Isabel López Noriega, David Maldwyn Ellis, Cristóbal Villanueva Roa, Mathieu Rouard
2017· report· en· CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)· Environmental Science
2024· article· en· Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)· Environmental Science
Michael Halewood, Isabel López Noriega, David Ellis, Cristopher Camargo Roa, Rg Hamilton
2017· report· en· CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)· Environmental Science
