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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.

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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
aboutaboutness

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 7 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. 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.

affunlabeled
Trade Risk and Food Security
Fernando Leibovici, Tasso Adamopoulos
2024· preprint· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Factors Affecting Changes in Managerial Decisions
Joshua D. Woodard, Leslie J. Verteramo Chiu, Gabriel J. Power, Dmitry V. Vedenov, Steven L. Klose
2017· article· en· Agribusiness· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Testing Equality of Nonparametric Quantile Regression Functions
Chinthaka Kuruwita, Colin Gallagher, Karunaratne Kulasekera
2014· article· en· International Journal of Statistics and Probability· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Testing Asset Dynamics for Poverty Traps in Rural China
Li Zhou, Calum G. Turvey
2014· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueaboutno affunlabeled
What Future for Agricultural Safety Net Programs?
Allan Mussell, Larry J. Martin
2001· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Disaster Risk, Moral Hazard, and Public Policy
Thomas A. Husted, David Nickerson
2019· reference-entry· en· Oxford Research Encyclopedia of Natural Hazard Science· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Contract farming risks: A quantitative assessment
Arkins M Kabungo, Glenn P. Jenkins
2016· article· en· South African Journal of Economic and Management Sciences· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
A Great Fish War Model with Asymmetric Players
Michèle Breton, Michel Y. Keoula
2010· article· en· RePEc: Research Papers in Economics· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Risk Management and Safety Net Program Survey
Agriculture Canada
2000· preprint· en· RePEc: Research Papers in Economics· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
2
citations
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