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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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Climatic Change
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

338 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.
338 works in the cohort · of 4,299,418page 5 of 7

Labels cover 0 of 338 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 338 of 338 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sectoral approaches to improve regional carbon budgets
Pete Smith, G.J. Nabuurs, Ivan A. Janssens, Stefan Reis, Gregg Marland, Jean‐François Soussana +17 more
2008· article· en· Climatic Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
23
citations
afffundaboutunlabeled
Selected topics in arctic atmosphere and climate
William Perrie, Zhenxia Long, Hayley Hung, Amanda Cole, A. Steffen, Ashu Dastoor +7 more
2012· article· en· Climatic Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affno abstractunlabeled
The coupling of optimal economic growth and climate dynamics
Olivier Bahn, Laurent Drouet, Neil R. Edwards, Alain Haurie, Reto Knutti, Socrates Kypreos +2 more
2006· article· en· Climatic Change· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Influence of instrumentation on long temperature time series
Fiorella Acquaotta, Simona Fratianni, Enric Aguilar, Guillaume Fortin
2019· article· en· Climatic Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
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How this was built: Screen · Findings · About