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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 variability and models
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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
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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.

4,512 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.
4,512 works in the cohort · of 4,299,418page 11 of 91

Labels cover 5 of 4,512 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 4,512 of 4,512 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The 20-year forecast
Francis W. Zwiers
2002· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
102
citations
afffundaboutunlabeled
Human influence on the 2021 British Columbia floods
Nathan P. Gillett, Alex J. Cannon, Elizaveta Malinina, Markus Schnorbus, F. S. Anslow, Qiaohong Sun +8 more
2022· article· en· Weather and Climate Extremes· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
affunlabeled
CONCEPTUAL STOCHASTIC CLIMATE MODELS
Peter Imkeller, Adam H. Monahan
2002· article· en· Stochastics and Dynamics· Environmental Science
distilled prediction:candidate · noneconsensus · none
101
citations
affunlabeled
An Earth-System Prediction Initiative for the Twenty-First Century
Melvyn A. Shapiro, J. Shukla, Gilbert Brunet, Carlos A. Nobre, Michel Béland, Randall M. Dole +34 more
2010· article· en· Bulletin of the American Meteorological Society· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
afffundunlabeled
Detecting anthropogenic influence with a multi‐model ensemble
Nathan P. Gillett, Francis W. Zwiers, A. J. Weaver, Gabriele C. Hegerl, Myles Allen, Peter A. Stott
2002· article· en· Geophysical Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
100
citations
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