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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.

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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 7 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.

afffundunlabeled
Glacier velocities across the central Karakoram
Luke Copland, Sierra Pope, Michael P. Bishop, John F. Shroder, Penelope Clendon, Andrew B. G. Bush +3 more
2009· article· en· Annals of Glaciology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
121
citations
affunlabeled
A High‐End Estimate of Sea Level Rise for Practitioners
Roderik S. W. van de Wal, Robert J. Nicholls, David Béhar, Kathleen L. McInnes, Detlef Stammer, Jason Lowe +22 more
2022· article· en· Earth s Future· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
120
citations
afffundaboutno abstractunlabeled
Snow Avalanche Hazard in Canada – a Review
Chris Stethem, Bruce Jamieson, Peter Schaerer, David Liverman, Daniel Germaın, Simon M. Walker
2003· article· en· Natural Hazards· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
120
citations
fundno affno abstractunlabeled
Free-drifting icebergs as sources of iron to the Weddell Sea
Hai Lin, Sara Rauschenberg, Cole R. Hexel, Timothy J. Shaw, Benjamin S. Twining
2010· article· en· Deep Sea Research Part II Topical Studies in Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
116
citations
afffundaboutunlabeled
Variability and change in the Canadian cryosphere
Chris Derksen, Sharon L. Smith, Martin Sharp, Laura C. Brown, Stephen Howell, Luke Copland +14 more
2012· article· en· Climatic Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
111
citations
fundno affunlabeled
Global patterns of shallow groundwater temperatures
Susanne A. Benz, Peter Bayer, Philipp Blum
2017· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
111
citations
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