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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
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 4 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.

affunlabeled
Polygyny and Farm Households' Resilience to Climate Shocks
Sylvain Dessy, Luca Tiberti, Marco Tiberti, David Zoundi
2021· book· en· World Bank, Washington, DC eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affunlabeled
Consumption smoothing in Russia<sup>1</sup>
Geranda Notten, Denis de Crombrugghe
2012· article· en· Economics of Transition· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affvenueaboutunlabeled
Business risk management programs under review
Peter Slade
2020· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
South Asia's Path to Resilient Growth
Ranil Salgado, Klaus-Peter Hellwig, Mercedes García-Escribano, Tewodaj Mogues, Marian Moszoro, Mauricio Soto +28 more
2022· book· en· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
fundno affno abstractunlabeled
The Pricing of Revenue Assurance: Comment
Shihong Yin, Calum G. Turvey
2003· article· en· American Journal of Agricultural Economics· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Vulnerability: A Contentious and Fluid Term
Maxwell J. Smith, C. Bernard, Kate Rossiter, Sachin Sahni, Diego S. Silva
2010· letter· en· The Hastings Center Report· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrityconsensus · none
11
citations
affvenueunlabeled
The Economics of Crop Hail Insurance
James Vercammen, David J. Pannell
2000· article· fr· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
venueno affunlabeled
A Framework for Investment and Risk Assessment of Agricultural Projects
Leonir Vilani, Antônio Zanin, Mauro Lizot, Marcelo Gonçalves Trentin, Paulo Afonso, José Donizetti de Lima
2024· article· en· Journal of risk and financial management· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
venueno affunlabeled
Risk pooling cooperative games in contract farming
Zhanwen Shi, Erbao Cao
2021· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
9
citations

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