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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 3 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.

aboutno affunlabeled
Decreasing river discharge in northern Canada
Stephen J. Déry, Eric F. Wood
2005· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
278
citations
affunlabeled
Advances in geophysical methods for permafrost investigations
Christof Kneisel, Christian Hauck, Richard Fortier, Brian J. Moorman
2008· article· en· Permafrost and Periglacial Processes· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
272
citations
affaboutunlabeled
Particulate organic carbon and nitrogen export from major Arctic rivers
J. W. McClelland, R. M. Holmes, Bradley J. Peterson, Peter A. Raymond, R. G. Striegl, Alexander V. Zhulidov +7 more
2016· article· en· Global Biogeochemical Cycles· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
263
citations
afffundaboutunlabeled
Pan-Arctic distributions of continental runoff in the Arctic Ocean
Cédric G. Fichot, Karl Kaiser, Stanford B. Hooker, Rainer M. W. Amon, Marcel Babin, Simon Bélanger +2 more
2013· article· en· Scientific Reports· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
254
citations
affno abstractunlabeled
Multiple Effects of Changes in Arctic Snow Cover
Terry V. Callaghan, Margareta Johansson, Ross Brown, Pavel Groisman, Niklas Labba, В. Ф. Радионов +25 more
2011· article· en· AMBIO· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
253
citations
affaboutunlabeled
Variability in greenhouse gas emissions from permafrost thaw ponds
Isabelle Laurion, Warwick F. Vincent, Sally MacIntyre, Leira Retamal, Christiane Dupont, Pierre Francus +1 more
2009· article· en· Limnology and Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
251
citations
fundno affunlabeled
Exceptional warming over the Barents area
Ketil Isaksen, Øyvind Nordli, Б. В. Иванов, Morten A. Ø. Køltzow, Signe Aaboe, Herdis M. Gjelten +10 more
2022· article· en· Scientific Reports· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
244
citations
affunlabeled
The <scp>L</scp>ast <scp>P</scp>ermafrost <scp>M</scp>aximum (<scp>LPM</scp>) map of the <scp>N</scp>orthern <scp>H</scp>emisphere: permafrost extent and mean annual air temperatures, 25–17 ka <scp>BP</scp>
Jef Vandenberghe, Hugh M. French, Aldar P. Gorbunov, S. S. Marchenko, Andrei Velichko, Huijun Jin +3 more
2014· article· en· Boreas· Earth and Planetary Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
242
citations
affvenueaboutunlabeled
Shallow freshwater ecosystems of the circumpolar Arctic
Milla Rautio, France Dufresne, Isabelle Laurion, Sylvia Bonilla, Warwick F. Vincent, Kirsten Christoffersen
2011· article· en· Ecoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
234
citations
aboutno affunlabeled
A circumpolar perspective on fluvial sediment flux to the Arctic ocean
R. M. Holmes, J. W. McClelland, Bruce J. Peterson, I. A. Shiklomanov, A. I. Shiklomanov, Alexander V. Zhulidov +2 more
2002· article· en· Global Biogeochemical Cycles· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
231
citations
fundvenueno affunlabeled
Thermal conductivity of base-course materials
Jean Côté, Jean‐Marie Konrad
2005· article· en· Canadian Geotechnical Journal· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
228
citations
affno abstractunlabeled
Warming-driven erosion and sediment transport in cold regions
Ting Zhang, Dongfeng Li, Amy E. East, Desmond E. Walling, Stuart N. Lane, Irina Overeem +3 more
2022· review· en· Nature Reviews Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
223
citations
affno abstractunlabeled
Drivers, dynamics and impacts of changing Arctic coasts
Anna Irrgang, Mette Bendixen, Louise Farquharson, Alisa Baranskaya, Li Erikson, Ann E. Gibbs +5 more
2022· review· en· Nature Reviews Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
219
citations

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