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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, Adaptation, Migration
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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.

935 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
935 works in the cohort · of 4,299,418page 1 of 19

Labels cover 2 of 935 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 935 of 935 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Are we adapting to climate change?
2010· article· en· Global Environmental Change· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
925
citations
afffundno abstractunlabeled
Migration as an Adaptation to Climate Change
2006· article· en· Climatic Change· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
796
citations
affno abstractunlabeled
Thresholds in climate migration
2017· article· en· Population and Environment· Social Sciences
distilled prediction:candidate · noneconsensus · none
233
citations
affno abstractunlabeled
A framework for examining adaptation readiness
2013· article· en· Mitigation and Adaptation Strategies for Global Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
217
citations
aboutno affunlabeled
Past and future adaptation pathways
2015· article· en· Climate and Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
209
citations
affno abstractunlabeled
National-level progress on adaptation
2015· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
201
citations

How this was built: Screen · Findings · About