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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
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.

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 10 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.

affunlabeled
Himalayan glaciers: The big picture is a montage
Jeffrey S. Kargel, J. Graham Cogley, Umesh K. Haritashya, Alton C. Byers
2011· letter· en· Proceedings of the National Academy of Sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Headline Indicators for Global Climate Monitoring
Blair Trewin, Anny Cazenave, Stephen Howell, Matthias Huss, Kirsten Isensee, Matthew D. Palmer +2 more
2020· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
82
citations
aboutno affunlabeled
Glaciers of North America - Glaciers of Alaska
Bruce F. Molnia, Robert M. Krimmel, Dennis C. Trabant, Rod S. March, William Manley
2008· article· en· USGS professional paper· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
afffundaboutunlabeled
Multi-scale snowdrift-permitting modelling of mountain snowpack
Vincent Vionnet, Christopher B. Marsh, Brian Menounos, Simon Gascoin, Nicholas E. Wayand, J. M. Shea +2 more
2021· article· en· ˜The œcryosphere· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
80
citations

How this was built: Screen · Findings · About