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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
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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 8 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.

affno abstractunlabeled
Characteristics and changes of glacial lakes and outburst floods
Guoqing Zhang, Jonathan L. Carrivick, Adam Emmer, Dan H. Shugar, Georg Veh, Xue Wang +7 more
2024· review· en· Nature Reviews Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
109
citations
affaboutunlabeled
Extreme melt on Canada's Arctic ice caps in the 21st century
Martin Sharp, David Burgess, J. Graham Cogley, M. A. Ecclestone, Claude Labine, G. J. Wolken
2011· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
105
citations
affaboutunlabeled
Elevation changes of ice caps in the Canadian Arctic Archipelago
W. Abdalati, William Krabill, E. Frederick, S. Manizade, C. Derek Martin, J. G. Sonntag +4 more
2004· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
105
citations
affunlabeled
Ice-Sheet Dynamics
Christian Schoof, Ian Hewitt
2012· article· en· Annual Review of Fluid Mechanics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
102
citations
afffundaboutno abstractunlabeled
Validation of GlobSnow-2 snow water equivalent over Eastern Canada
Fanny Larue, Alain Royer, Danielle De Sève, Alexandre Langlois, Alexandre Roy, Ludovic Brucker
2017· article· en· Remote Sensing of Environment· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
100
citations

How this was built: Screen · Findings · About