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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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Climate change impacts on agriculture
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
Evidence
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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 3 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.

affno abstractunlabeled
Mutual vulnerability, mutual dependence
Evan Fraser, Warren Mabee, Olav Slaymaker
2003· article· en· Global Environmental Change· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
105
citations
afffundunlabeled
Research priorities for global food security under extreme events
Zia Mehrabi, Ruth Delzeit, Adriana Ignaciuk, Christian Levers, Ginni Braich, Kushank Bajaj +44 more
2022· article· en· One Earth· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
105
citations
afffundno abstractunlabeled
Climate change adaptation in the Sahel
Terence Épule Épule, James D. Ford, Shuaib Lwasa, Laurent Lepage
2017· article· en· Environmental Science & Policy· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
90
citations
affno abstractunlabeled
Gaps in agricultural climate adaptation research
Debra J. Davidson
2016· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
affaboutno abstractunlabeled
Temperature and precipitation across Canada
X Zhang, Gregory M. Flato, M Kirchmeler, Lucie A. Vincent, Hui Wan, Xiaomeng Wang +4 more
2019· report· en· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
71
citations
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How this was built: Screen · Findings · About