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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
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.

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 13 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.

afffundunlabeled
Guidelines for cold‐regions groundwater numerical modeling
Pierrick Lamontagne‐Hallé, Jeffrey M. McKenzie, Barret L. Kurylyk, John Molson, Laura Lyon
2020· article· en· Wiley Interdisciplinary Reviews Water· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
74
citations
aboutno affunlabeled
Circumpolar Arctic Vegetation Classification
Donald A. Walker, Fred J.A. Daniëls, N. V. Matveyeva, Jozef Šibík, Marilyn D. Walker, Amy Breen +23 more
2017· article· en· Phytocoenologia· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
74
citations
afffundaboutunlabeled
Vulnerability of the North Water ecosystem to climate change
Sofia Ribeiro, Audrey Limoges, Guillaume Massé, Kasper Lambert Johansen, William Colgan, Kaarina Weckström +23 more
2021· article· en· Nature Communications· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
73
citations
afffundvenueaboutunlabeled
Geomorphology of a thermo-erosion gully, Bylot Island, Nunavut, Canada<sup>1</sup>This article is one of a series of papers published in this CJES Special Issue on the theme of <i>Fundamental and applied research on permafrost in Canada</i>.<sup>2</sup>Polar Continental Shelf Project Contribution 043-11.
E. Godin, Daniel Fortier
2012· article· en· Canadian Journal of Earth Sciences· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
71
citations
affunlabeled
New permafrost is forming around shrinking Arctic lakes, but will it last?
Martin A. Briggs, Michelle A. Walvoord, Jeffrey M. McKenzie, Clifford I. Voss, F. D. Day‐Lewis, John W. Lane
2014· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
71
citations
affno abstractunlabeled
The Changing Arctic Cryosphere and Likely Consequences: An Overview
M. S. Olsen, Terry V. Callaghan, James D. Reist, L.‐O. Reiersen, Dorthe Dahl‐Jensen, Mats A. Granskog +12 more
2011· article· en· AMBIO· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
70
citations

How this was built: Screen · Findings · About