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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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Polar Research and Ecology
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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.

1,171 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.
1,171 works in the cohort · of 4,299,418page 1 of 24

Labels cover 1 of 1,171 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 1,171 of 1,171 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Psychrophilic enzymes: hot topics in cold adaptation
Georges Feller, Charles Gerday
2003· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1,146
citations
affunlabeled
Microbial Life beneath a High Arctic Glacier
Mark Skidmore, Julia M. Foght, Martin Sharp
2000· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
384
citations
aboutno affunlabeled
Polar Regions
2022· book-chapter· en· Cambridge University Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
330
citations
afffundno abstractunlabeled
Poleward bound: biological impacts of Southern Hemisphere glaciation
Ceridwen I. Fraser, Raisa Nikula, Daniel E. Ruzzante, Jonathan M. Waters
2012· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
236
citations
affunlabeled
Ice sheets matter for the global carbon cycle
Jemma L. Wadham, Jon Hawkings, Lev Tarasov, Lauren Gregoire, Robert G. M. Spencer, Marcus Gutjahr +2 more
2019· review· en· Nature Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
225
citations
affno abstractunlabeled
Microbial ecology and biodiversity in permafrost
Blaire Steven, Richard Léveillé, Wayne H. Pollard, Lyle G. Whyte
2006· review· en· Extremophiles· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
218
citations
affunlabeled
Bacteria beneath the West Antarctic Ice Sheet
Brian Lanoil, Mark Skidmore, John C. Priscu, Sukkyun Han, W. Foo, S. W. Vogel +2 more
2008· article· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
172
citations
affno abstractunlabeled
Non-indigenous microorganisms in the Antarctic: assessing the risks
Don A. Cowan, Steven L. Chown, Peter Convey, Marla Tuffin, Kevin A. Hughes, Stephen B. Pointing +1 more
2011· review· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
171
citations
aboutno affunlabeled
Ice and Concrete
Cristián Simonetti, Tim Ingold
2018· article· en· Journal of Contemporary Archaeology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
133
citations
fundaboutno affunlabeled
Chemolithotrophic Primary Production in a Subglacial Ecosystem
Eric S. Boyd, Trinity L. Hamilton, J. R. Havig, Mark Skidmore, Everett L. Shock
2014· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · noneconsensus · none
111
citations
fundno affunlabeled
Bipolar dispersal of red-snow algae
Takahiro Segawa, Ryo Matsuzaki, Nozomu Takeuchi, Ayumi Akiyoshi, Francisco Navarro, Shin Sugiyama +2 more
2018· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
affunlabeled
Antarctica and the strategic plan for biodiversity
Steven L. Chown, Cassandra M. Brooks, Aleks Terauds, Céline Le Bohec, Céline van Klaveren-Impagliazzo, Jason D. Whittington +17 more
2017· article· en· PLoS Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
107
citations

How this was built: Screen · Findings · About