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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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Climate change impacts on agriculture
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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.

934 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.
934 works in the cohort · of 4,299,418page 2 of 19

Labels cover 1 of 934 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 934 of 934 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Smallholder Agriculture and Climate Change
Avery Cohn, Peter Newton, Juliana Gil, Laura Kuhl, Leah Samberg, Vincent Ricciardi +2 more
2017· article· en· Annual Review of Environment and Resources· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
189
citations
venueno affunlabeled
Developing Adaptation and Adapting Development
Maria Carmen Lemos, Emily Boyd, Emma L. Tompkins, Henny Osbahr, Diana Liverman
2007· article· en· Ecology and Society· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
178
citations
affunlabeled
Global evidence of constraints and limits to human adaptation
Adelle Thomas, Emily Theokritoff, Alexandra Lesnikowski, Diana Reckien, Kripa Jagannathan, Roger Cremades +18 more
2021· article· en· Regional Environmental Change· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
149
citations
aboutno affunlabeled
Understanding the weather signal in national crop‐yield variability
Katja Frieler, Bernhard Schauberger, Almut Arneth, Juraj Balkovič, James Chryssanthacopoulos, Delphine Deryng +11 more
2017· article· en· Earth s Future· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
146
citations
affno abstractunlabeled
How are we adapting to climate change? A global assessment
Alexandra Lesnikowski, James D. Ford, Lea Berrang‐Ford, Magda Concepción Morales Barrera, Jody Heymann
2013· article· en· Mitigation and Adaptation Strategies for Global Change· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
142
citations
affno abstractunlabeled
Opening up the black box of adaptation decision-making
Robbert Biesbroek, Johann Dupuis, Andrew Jordan, Adam Wellstead, Michael Howlett, Paul Cairney +2 more
2015· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
120
citations
affunlabeled
Big data has big potential for applications to climate change adaptation
James D. Ford, Simon Tilleard, Lea Berrang‐Ford, Malcolm Araos, Robbert Biesbroek, Alexandra Lesnikowski +4 more
2016· article· en· Proceedings of the National Academy of Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
117
citations
afffundunlabeled
Adaptation to compound climate risks: A systematic global stocktake
Nicholas P. Simpson, Portia Adade Williams, Katharine J. Mach, Lea Berrang‐Ford, Robbert Biesbroek, Marjolijn Haasnoot +13 more
2023· article· en· iScience· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
111
citations

How this was built: Screen · Findings · About