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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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Environmental Reviews
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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.

677 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.
677 works in the cohort · of 4,299,418page 3 of 14

Labels cover 3 of 677 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 677 of 677 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundvenueunlabeled
Measures to safeguard and restore river connectivity
Michele Thieme, Kim Birnie‐Gauvin, Jeffrey J. Opperman, P.A. Franklin, Holly E. Richter, Lee J. Baumgartner +7 more
2023· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
100
citations
venueno affunlabeled
Nitrogen deposition and effects on European forests
Jan Willem Erisman, W. de Vries
2000· article· en· Environmental Reviews· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
94
citations
afffundvenueunlabeled
Sublethal consequences of urban life for wild vertebrates
Kim Birnie‐Gauvin, Kathryn S. Peiman, Austin J. Gallagher, Robert de Bruijn, Steven J. Cooke
2016· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
89
citations
afffundvenueunlabeled
Principles and practice of ecological design
Fan Shu-Yang, Bill Freedman, Raymond P. Côté
2004· article· en· Environmental Reviews· Engineering
distilled prediction:candidate · noneconsensus · none
86
citations
affvenueunlabeled
Plastic ingestion by seabirds in the circumpolar Arctic: a review
Julia E. Baak, Jannie Fries Linnebjerg, Tom Barry, Maria Gavrilo, Mark L. Mallory, Courtney Price +1 more
2020· review· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
71
citations
venueno affunlabeled
Long-term changes in the North Sea ecosystem
Russell A. Clark, C.L.J. Frid
2001· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
69
citations

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