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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 7 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.

aboutno affunlabeled
THE FRANKLIN RELICS IN THE ARCTIC ARCHIVE
Adriana Craciun
2014· article· en· Victorian Literature and Culture· Environmental Science
distilled prediction:candidate · noneconsensus · none
9
citations
affaboutunlabeled
Glacier Retreat Results in Loss of Fungal Diversity
Masaharu Tsuji, Warwick F. Vincent, Yukiko Tanabe, Masaki Uchida
2022· article· en· Sustainability· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
venueno affunlabeled
Overwintering strategies of Antarctic organisms
Charles S. Cockell, M. Dale Stokes, Keith E. Korsmeyer
2000· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
affno abstractunlabeled
Arctic Ice Shelf Ecosystems
Anne D. Jungblut, Derek Mueller, Warwick F. Vincent
2017· book-chapter· en· Springer polar sciences· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Photostasis and photosynthetic adaptation to polar life
Norman P. A. Hüner, Alexander G. Ivanov, Beth Szyszka‐Mroz, Leonid V. Savitch, David Roy Smith, Victoria Kata
2024· review· en· Photosynthesis Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Heat Shock Response of the Active Microbiome From Perennial Cave Ice
Antonio Mondini, Muhammad Zohaib Anwar, Lea Ellegaard‐Jensen, París Lavín, Carsten Suhr Jacobsen, Cristina Purcărea
2022· article· en· Frontiers in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
W. Ford Doolittle
W. Ford Doolittle
2004· article· en· Current Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations

How this was built: Screen · Findings · About