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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
aboutaboutness

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 6 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.

venueno affunlabeled
Hypersaline tidal flats (apicum ecosystems): the weak link in the tropical wetlands chain
Antonia Gislaine Brito Marques Albuquerque, Tiago Osório Ferreira, Raiana Lira Cabral, Gabriel Nuto Nóbrega, Ricardo Espíndola Romero, Antônio Jeovah de Andrade Meireles +1 more
2013· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
41
citations
affvenueunlabeled
Future-proofing the emergency recovery plan for freshwater biodiversity
Abigail J. Lynch, Amanda A. Hyman, Steven J. Cooke, Samantha J. Capon, P.A. Franklin, Sonja C. Jähnig +8 more
2023· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations
affvenueunlabeled
Frozen out: unanswered questions about winter biology
Alex O. Sutton, Emily K. Studd, Timothy Fernandes, Amanda E. Bates, Andrew J. Bramburger, Steven J. Cooke +9 more
2021· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
36
citations
afffundvenueaboutunlabeled
Climate change, fisheries, and aquaculture: trends and consequences for Canadian marine biodiversity<sup>1</sup>This manuscript is a companion paper to Vander Zwaag et al. (doi:10.1139/a2012-013) and Hutchings et al. (doi:10.1139/er-2012-0049) also appearing in this issue. These three papers comprise an edited version of a February 2012 Royal Society of Canada Expert Panel Report.
Jeffrey A. Hutchings, Isabelle M. Côté, Julian J. Dodson, Ian Fleming, Simon Jennings, Nathan J. Mantua +3 more
2012· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
affvenueaboutunlabeled
Implications of linear developments on northern fishes
Peter A. Cott, Allison Schein, Bruce W. Hanna, Tom A. Johnston, Donald D. MacDonald, John M. Gunn
2015· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
32
citations
afffundvenueunlabeled
Arctic marine ecosystems face increasing climate stress
Jiban Chandra Deb, Sarah A. Bailey
2023· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
31
citations

How this was built: Screen · Findings · About