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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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Polar Biology
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

417 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.
417 works in the cohort · of 4,299,418page 5 of 9

Labels cover 0 of 417 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 417 of 417 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Leucistic Antarctic fur seals at Bouvetøya
G. J. Greg Hofmeyr, Marthán N Bester, Steve P. Kirkman
2005· article· en· Polar Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
afffundno abstractunlabeled
Capture-induced stress in deep-water Arctic fish species
Amanda N. Barkley, Steven J. Cooke, Aaron T. Fisk, Kevin J. Hedges, Nigel E. Hussey
2016· article· en· Polar Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
afffundno abstractunlabeled
Chironomid assemblages from seabird-affected High Arctic ponds
Neal Michelutti, Mark L. Mallory, Jules M. Blais, Marianne S. V. Douglas, John P. Smol
2010· article· en· Polar Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
fundno affno abstractunlabeled
Stomach stones in king penguin chicks
David Beaune, Céline Le Bohec, Fabrice Lucas, Michel Gauthier‐Clerc, Yvon Le Maho
2008· article· en· Polar Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
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How this was built: Screen · Findings · About