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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
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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 1 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
Elevation-dependent warming in mountain regions of the world
N. C. Pepin, Raymond S. Bradley, Henry F. Díaz, Michel Baraër, E. B. Caceres, Hayley J. Fowler +14 more
2015· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2,900
citations
affunlabeled
The State and Fate of Himalayan Glaciers
Tobias Bolch, Anil V. Kulkarni, Andreas Kääb, Christian Huggel, F. Paul, J. Graham Cogley +6 more
2012· article· en· Science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2,237
citations
affunlabeled
A Reconciled Estimate of Ice-Sheet Mass Balance
Andrew Shepherd, Erik R. Ivins, A Geruo, Valentina R. Barletta, Srinivas Bettadpur, Kate Briggs +40 more
2012· article· en· Science· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1,641
citations
affunlabeled
Snow avalanche formation
Jürg Schweizer, J. Bruce Jamieson, Martin Schneebeli
2003· article· en· Reviews of Geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
790
citations
affno abstractunlabeled
Rapid worldwide growth of glacial lakes since 1990
Dan H. Shugar, Aaron Burr, Umesh K. Haritashya, Jeffrey S. Kargel, C. Scott Watson, Maureen C. Kennedy +4 more
2020· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
643
citations
affunlabeled
Toward mountains without permanent snow and ice
Matthias Huss, Bodo Bookhagen, Christian Huggel, Dean Jacobsen, Raymond S. Bradley, John J. Clague +8 more
2017· article· en· Earth s Future· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
588
citations
afffundunlabeled
Quantifying climate feedbacks in polar regions
Hugues Goosse, Jennifer E. Kay, Kyle C. Armour, Alejandro Bodas‐Salcedo, Hélène Chepfer, David Docquier +8 more
2018· review· en· Nature Communications· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
557
citations
affunlabeled
The effect of cavitation on glacier sliding
Christian Schoof
2004· article· en· Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
493
citations
affno abstractunlabeled
Recent global decline in endorheic basin water storages
Jida Wang, Chunqiao Song, J. T. Reager, Fangfang Yao, J. S. Famiglietti, Yongwei Sheng +5 more
2018· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
472
citations
affunlabeled
Evaluation of forest snow processes models (SnowMIP2)
Nick Rutter, Richard Essery, John W. Pomeroy, Núria Altimir, K. Andreadis, Ian Baker +45 more
2009· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
453
citations
affno abstractunlabeled
Estimating snow-cover trends from space
K. J. Bormann, Ross Brown, Chris Derksen, T. H. Painter
2018· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
448
citations
venueno affunlabeled
An assessment procedure for glacial hazards in the Swiss Alps
Christian Huggel, Wilfried Haeberli, Andreas Kääb, Daniel Bieri, Shaun Richardson
2004· article· en· Canadian Geotechnical Journal· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
368
citations

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