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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 4 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
Dynamics of ice forces on booms
Brian Morse
2001· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
afffundno abstractunlabeled
The influence of sea-ice conditions on crude oil spill behaviour
Diana Saltymakova, Durell S. Desmond, R. J. Galley, Katarzyna Polcwiartek, Thomas D. Neusitzer, Nariman Firoozy +2 more
2024· article· en· Cold Regions Science and Technology· Environmental Science
distilled prediction:candidate · stsconsensus · none
8
citations
affno abstractunlabeled
Numerical simulations of pendant ice formations
Krzysztof Szilder, Edward P. Lozowski
2000· article· en· Cold Regions Science and Technology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
A numerical model of iceberg scour
Mohamed Sayed, G.W. Timco
2008· article· en· Cold Regions Science and Technology· Environmental Science
distilled prediction:candidate · stsconsensus · none
7
citations
affno abstractunlabeled
Maximum pile-up heights for grounded ice rubble
Anne Barker, G.W. Timco
2016· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
HELIOS, a nadir-looking sea ice monitoring camera
Thomas Krumpen, Christian Haas, Stefan Hendricks, Jens Hölemann, Dirk Kalmbach, Rüdiger Gerdes
2010· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
afffundno abstractunlabeled
Comparison of statistical iceberg forecast models
Leif Erik Andersson, Francesco Scibilia, Luke Copland, Lars Imsland
2018· article· en· Cold Regions Science and Technology· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
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