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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
Retraction
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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
Evidence
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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 2 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.

affaboutunlabeled
Climate and the limits of permafrost: a zonal analysis
Michael W. Smith, D W Riseborough
2002· article· en· Permafrost and Periglacial Processes· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
423
citations
affunlabeled
Permafrost and Climate Change: Carbon Cycle Feedbacks From the Warming Arctic
Edward A. G. Schuur, Benjamin W. Abbott, R. Commane, Jessica G. Ernakovich, E. S. Euskirchen, Gustaf Hugelius +15 more
2022· article· en· Annual Review of Environment and Resources· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
415
citations
affaboutunlabeled
The role of fire in the boreal carbon budget
J. W. Harden, Susan Trumbore, B. J. Stocks, A. Hirsch, Stith T. Gower, K. P. O'Neill +1 more
2000· article· en· Global Change Biology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
408
citations
fundaboutno affunlabeled
Circumpolar Arctic Tundra Vegetation Change Is Linked to Sea Ice Decline
Uma S. Bhatt, Donald A. Walker, Martha K. Raynolds, Josefino C. Comiso, Howard E. Epstein, Gensuo Jia +4 more
2010· article· en· Earth Interactions· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
402
citations
fundno affunlabeled
Microbial diversity in European alpine permafrost and active layers
Beat Frey, Thomas Rime, Marcia Phillips, Beat Stierli, Irka Hajdas, Franco Widmer +1 more
2016· article· en· FEMS Microbiology Ecology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
357
citations
affno abstractunlabeled
Carbon and nitrogen cycling on the Qinghai–Tibetan Plateau
Huai Chen, Peijun Ju, Qiuan Zhu, Xingliang Xu, Ning Wu, Yongheng Gao +6 more
2022· review· en· Nature Reviews Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
319
citations
afffundunlabeled
Global maps of soil temperature
Jonas J. Lembrechts, Johan van den Hoogen, Juha Aalto, Michael B. Ashcroft, Pieter De Frenne, Julia Kemppinen +400 more
2021· article· en· Global Change Biology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
311
citations
affunlabeled
Progress in permafrost hydrology in the new millennium
Ming‐ko Woo, D. L. Kane, Sean K. Carey, Daqing Yang
2008· article· en· Permafrost and Periglacial Processes· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
307
citations

How this was built: Screen · Findings · About