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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 and permafrost
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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.

5,389 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.
5,389 works in the cohort · of 4,299,418page 14 of 108

Labels cover 8 of 5,389 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 5,389 of 5,389 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Adverse-Weather Trends in the Canadian Arctic
John Hanesiak, Xiaolan L. Wang
2005· article· en· Journal of Climate· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
69
citations
afffundunlabeled
Divergence of Arctic shrub growth associated with sea ice decline
Agata Buchwał, Patrick F. Sullivan, Marc Macias‐Fauria, Eric Post, Isla H. Myers‐Smith, Julienne Strœve +16 more
2020· article· en· Proceedings of the National Academy of Sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
68
citations
venueno affunlabeled
Twenty-five years of vegetation change along a putative successional chronosequence on the Tanana River, AlaskaThis article is one of a selection of papers from The Dynamics of Change in Alaska’s Boreal Forests: Resilience and Vulnerability in Response to Climate Warming.
Teresa N. Hollingsworth, Andrea H. Lloyd, Dana R. Nossov, Roger W. Ruess, B. A. Charlton, Knut Kielland
2010· article· en· Canadian Journal of Forest Research· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
68
citations
venueno affunlabeled
Forest forecasting with vegetation models across Russia
J. K. Shuman, N. M. Tchebakova, E. I. Parfenova, A. J. Soja, Herman H. Shugart, Д.В. Ершов +1 more
2014· article· en· Canadian Journal of Forest Research· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
65
citations
fundno affunlabeled
Dissolved organic carbon (DOC) in Arctic ground ice
Michael Fritz, Thomas Opel, George Tanski, Ulrike Herzschuh, Hanno Meyer, Antje Eulenburg +1 more
2015· article· en· ˜The œcryosphere· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
64
citations

How this was built: Screen · Findings · About