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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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Cryospheric studies and observations
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

4,944 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.
4,944 works in the cohort · of 4,299,418page 12 of 99

Labels cover 4 of 4,944 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 4,944 of 4,944 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Long distance transport of pollen to Greenland
Denis‐Didier Rousseau, Danielle Duzer, G. Cambon, Dominique Jolly, U. Poulsen, J. Ferrier +2 more
2003· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
73
citations
afffundunlabeled
Densification of layered firn of the ice sheet at NEEM, Greenland
Shuji Fujita, Motohiro Hirabayashi, Kumiko Goto‐Azuma, Rémi Dallmayr, Kazuhide Satow, Jiancheng Zheng +1 more
2014· article· en· Journal of Glaciology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
Rapid fragmentation of Thwaites Eastern Ice Shelf
Douglas I. Benn, Adrian Luckman, Jan Åström, Anna Crawford, Stephen Cornford, Suzanne Bevan +5 more
2022· article· en· ˜The œcryosphere· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
71
citations
affunlabeled
Albedo over rough snow and ice surfaces
Stef Lhermitte, Jakob Abermann, Christophe Kinnard
2014· article· en· ˜The œcryosphere· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
70
citations
aboutno affunlabeled
The Avalanche Terrain Exposure Scale
Grant Statham, Bruce McMahon, Ian Tomm
2006· article· en· Proceedings of the 2006 International Snow Science Workshop, Telluride, Colorado· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
70
citations
afffundunlabeled
Simulation of Vatnajökull ice cap dynamics
Shawn J. Marshall, Helgi Björnsson, Gwenn E. Flowers, Garry K. C. Clarke
2005· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
69
citations

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