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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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Arctic and Antarctic ice dynamics
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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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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.

5,542 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.
5,542 works in the cohort · of 4,299,418page 7 of 111

Labels cover 1 of 5,542 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 5,542 of 5,542 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Winter water masses in the Gulf of St. Lawrence
Peter S. Galbraith
2006· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
aboutno affunlabeled
Variability of Nares Strait ice flux
R. Kwok
2005· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
104
citations
aboutno affunlabeled
Arctic pathways of <scp>P</scp>acific <scp>W</scp>ater: Arctic <scp>O</scp>cean <scp>M</scp>odel <scp>I</scp>ntercomparison experiments
Yevgeny Aksenov, Michael Kärcher, Andrey Proshutinsky, Rüdiger Gerdes, B. de Cuevas, Elena Golubeva +7 more
2015· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow
103
citations
affunlabeled
A basal stress parameterization for modeling landfast ice
Jean‐François Lemieux, Bruno Tremblay, Frédéric Dupont, Mathieu Plante, G. C. Moore Smith, Dany Dumont
2015· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
102
citations
aboutno affunlabeled
On the decrease of Arctic sea ice volume
Michael Hilmer
2000· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
100
citations
affaboutunlabeled
Winter sea‐ice melt in the Canada Basin, Arctic Ocean
Jennifer M. Jackson, William J. Williams, Eddy C. Carmack
2012· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
100
citations
fundaboutno affunlabeled
Freshwater content variability in the Arctic Ocean
Sirpa Häkkinen, Andrey Proshutinsky
2004· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
100
citations
afffundunlabeled
Ice thickness in the Northwest Passage
Christian Haas, Stephen Howell
2015· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
98
citations
aboutno affunlabeled
On the dynamics of Atlantic Water circulation in the Arctic Ocean
Michael Kärcher, Frank Kauker, Rüdiger Gerdes, Elizabeth Hunke, Jinlun Zhang
2007· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
98
citations

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