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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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Marine animal studies overview
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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.

4,737 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.
4,737 works in the cohort · of 4,299,418page 4 of 95

Labels cover 4 of 4,737 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 4,737 of 4,737 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
NRC emotion lexicon
2013· report· en· NPARC· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
138
citations
affunlabeled
The importance of migratory connectivity for global ocean policy
Daniel C. Dunn, Autumn‐Lynn Harrison, Corrie Curtice, Sarah DeLand, Ben Donnelly, Ei Fujioka +65 more
2019· article· en· Proceedings of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
138
citations
venueno affunlabeled
A body-condition index for ursids
Marc Cattet, Nigel Caulkett, Martyn E. Obbard, Gordon Stenhouse
2002· article· en· Canadian Journal of Zoology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
138
citations
affunlabeled
Estimating the Abundance of Marine Mammal Populations
Philip S. Hammond, Tessa B. Francis, Dennis Heinemann, Kristy J. Long, Jeffrey E. Moore, André E. Punt +8 more
2021· article· en· Frontiers in Marine Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
123
citations
affunlabeled
Best practice guidelines for cetacean tagging
Russel D. Andrews, Robin W. Baird, John Calambokidis, Caroline E. C. Goertz, Frances M. D. Gulland, Mads Peter Heide‐Jørgensen +15 more
2019· article· en· ˜The œjournal of cetacean research and management. Special issue· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
121
citations
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