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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 2 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
Risk Sharing across Communities
Yann Bramoullé, Rachel Kranton
2007· article· en· American Economic Review· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
fundno affunlabeled
Smallholder farmer resilience to water scarcity
Francisco X. Aguilar, Dienda Hendrawan, Zhen Cai, James M. Roshetko, Judith I. Stallmann
2021· article· en· Environment Development and Sustainability· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
51
citations
fundno affno abstractunlabeled
Insurance, Developing Countries and Climate Change
J. Linnerooth‐Bayer, Koko Warner, Christoph Bals, P. Höppe, Ian Burton, Thomas Loster +1 more
2009· article· en· The Geneva Papers on Risk and Insurance Issues and Practice· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
49
citations
venueno affunlabeled
Traffic fatalities: does income inequality create an externality?
Nejat Anbarcı, Monica Escaleras, Charles A. Register
2009· article· en· Canadian Journal of Economics/Revue canadienne d économique· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
49
citations
fundno affunlabeled
Environmental Adaptation of Risk Preferences
Salvatore Di Falco, Ferdinand M. Vieider
2022· article· en· The Economic Journal· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
fundaboutno affunlabeled
Risk Management in Agriculture in Canada
Jesús Antón, Shingo Kimura, Roger Martini
2011· paratext· en· OECD food, agriculture and fisheries working papers· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
40
citations
aboutno affunlabeled
Consumption Risk‐Sharing in China
Xinpeng Xu
2007· article· en· Economica· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
38
citations
venueno affunlabeled
The U.S. Federal Crop Insurance Program
Barry J. Barnett
2000· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Agricultural and Biological Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
38
citations
affunlabeled
Earthquakes and Risk Management in China
David L. Olson, Desheng Wu
2010· article· en· Human and Ecological Risk Assessment An International Journal· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
afffundunlabeled
INDEX INSURANCE DESIGN
Jinggong Zhang, Ken Seng Tan, Chengguo Weng
2019· article· en· Astin Bulletin· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Adaptive Governance of Disaster
Margot Hurlbert
2017· book· en· Water governance - concepts, methods, and practice· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
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