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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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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Agricultural risk and resilience
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

723 results · 1 filter active ·
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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.
723 works in the cohort · of 4,299,418page 3 of 15

Labels cover 2 of 723 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 723 of 723 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Key Drivers of Food Insecurity
Helen Fyles, Chandra A. Madramootoo
2015· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
venueno affunlabeled
Resilience test of the North American food system
David Orden
2020· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
venueno affunlabeled
Assets and shocks: a gendered analysis of Ecuador, Ghana and Karnataka, India
Cheryl R. Doss, Abena D. Oduro, Carmen Diana Deere, Hema Swaminathan, William Baah‐Boateng, J Y Suchitra
2017· article· fr· Canadian Journal of Development Studies/Revue canadienne d études du développement· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
20
citations
affvenueaboutunlabeled
Transfer Efficiency Analysis of Margin‐Based Programs
James Rude, Alan P. Ker
2013· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affunlabeled
Mortality risks and limits to population growth of fishers
Rick A. Sweitzer, Viorel D. Popescu, Craig M. Thompson, Kathryn L. Purcell, Reginald H. Barrett, Greta M. Wengert +2 more
2015· article· en· Journal of Wildlife Management· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
afffundvenueaboutunlabeled
AgriStability with Catastrophic Price Risk for Cow‐Calf Producers
Brandon Schaufele, James R. Unterschultz, Tomas K.H. Nilsson
2010· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
17
citations

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