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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
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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.

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 4 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Democratising food: The case for a deliberative approach
Merisa S. Thompson, Alasdair Cochrane, Justa Hopma
2020· article· en· Review of International Studies· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Scholar-activists in an expanding European food sovereignty movement
Jessica Duncan, Priscilla Claeys, Marta G. Rivera‐Ferre, Elisa Oteros‐Rozas, Barbara Van Dyck, Christina Plank +1 more
2019· article· en· The Journal of Peasant Studies· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
34
citations
venueno affunlabeled
Land grabbing in Uruguay: new forms of land concentration
Gabriel Oyhantçabal, Ignacio Narbondo
2018· article· fr· Canadian Journal of Development Studies/Revue canadienne d études du développement· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Food Regimes
André Magnan
2012· book-chapter· en· Oxford University Press eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
28
citations
affvenueaboutunlabeled
Forever young? The crisis of generational renewal on Canada's farms
Darrin Qualman, A. Haroon Akram‐Lodhi, Annette Aurélie Desmarais, Sharada Srinivasan
2018· article· en· Canadian Food Studies / La Revue canadienne des études sur l alimentation· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
27
citations
venueno affunlabeled
Post-socialist smallholders: silence, resistance and alternatives
Оане Виссер, Ștefan Dorondel, Petr Jehlička, Max Spoor
2019· article· fr· Canadian Journal of Development Studies/Revue canadienne d études du développement· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
27
citations
afffundno abstractunlabeled
Agroecology as a Philosophy of Life
Dana James, Rebecca Wolff, Hannah Wittman
2023· article· en· Agriculture and Human Values· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
26
citations

How this was built: Screen · Findings · About