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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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Agriculture, Land Use, Rural Development
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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
aboutaboutness

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

1,010 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.
1,010 works in the cohort · of 4,299,418page 1 of 21

Labels cover 1 of 1,010 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 1,010 of 1,010 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The State of Family Farms in the World
Benjamin E. Graeub, M. Jahi Chappell, Hannah Wittman, Samuel Ledermann, Rachel Bezner Kerr, Barbara Gemmill‐Herren
2015· article· en· World Development· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
538
citations
affunlabeled
Big Data in food and agriculture
Kelly Bronson, Irena Knežević
2016· article· en· Big Data & Society· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
418
citations
fundno affno abstractunlabeled
Sustainable agrifood systems for a post-growth world
Steven R. McGreevy, Christoph Rupprecht, Daniel Niles, Arnim Wiek, Michael Carolan, Giorgos Kallis +26 more
2022· article· en· Nature Sustainability· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
242
citations
aboutno affunlabeled
Peasant prospects in the neoliberal age
Philip McMichael
2006· article· en· New Political Economy· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
214
citations
aboutno affunlabeled
Political Ecology Across Spaces, Scales, and Social Groups
Arturo Escobar, Andrew Gardner, Mette Brodgen, James M. Greenberg, Hanne Svarstad, Michael R. Dove +8 more
2020· book· en· Rutgers University Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
144
citations
affunlabeled
Finance for Agriculture or Agriculture for Finance?
Sarah J. Martin, Jennifer A. Clapp (University of Waterloo)
2015· article· en· Journal of Agrarian Change· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
128
citations
affunlabeled
Food security and food sovereignty
Jennifer A. Clapp (University of Waterloo)
2014· article· en· Dialogues in Human Geography· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
104
citations

How this was built: Screen · Findings · About