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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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Cold Regions Science and Technology
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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.

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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.

251 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.
251 works in the cohort · of 4,299,418page 1 of 6

Labels cover 0 of 251 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 251 of 251 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A review of the engineering properties of sea ice
G.W. Timco, W. F. Weeks
2009· review· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
728
citations
affno abstractunlabeled
Snowpack properties for snow profile analysis
Jürg Schweizer, J. Bruce Jamieson
2003· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
124
citations
affno abstractunlabeled
Fracture character in compression tests
Alec van Herwijnen, Bruce Jamieson
2006· article· en· Cold Regions Science and Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
68
citations
afffundno abstractunlabeled
Neuro-fuzzy river ice breakup forecasting system
Chandra Mahabir, Faye Hicks, Aminah Robinson Fayek
2006· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
63
citations
affno abstractunlabeled
A field study of suspended frazil ice particles
Brian Morse, Martín Richard
2008· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
62
citations
affno abstractunlabeled
Operational iceberg drift forecasting in Northwest Greenland
Ian Turnbull, Nicolas Fournier, Michiel Stolwijk, Tor Fosnaes, David McGonigal
2014· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
54
citations
afffundno abstractunlabeled
Compressive strength of atmospheric ice
Majid Kermani, M. Farzaneh, Robert Gagnon
2007· article· en· Cold Regions Science and Technology· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
Isolated ice floe impacts
G.W. Timco
2011· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
34
citations
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