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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.

This cohort has 4,299,418 works, more than the 100,000-row export cap: the file will contain the first 100,000 ordered by OpenAlex id, and says so in its last line. Narrow the cohort, page the API, or rebuild the frame from the repository for the rest. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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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.

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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.

4,299,418 results · 0 filters 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.
4,299,418 works in the cohort · of 4,299,418page 687 of 85,989

Labels cover 11,048 of 4,299,418 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 4,299,418 of 4,299,418 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affgemma · stsgpt · stsmodels agree
Theorizing the Bioeconomy
Kean Birch, David Tyfield
2012· article· en· Science Technology & Human Values· Agricultural and Biological Sciences
machine prediction:candidate · stsconsensus · none
347
citations
fundno affno abstractunlabeled
Performance management systems: A conceptual model
Jane Broadbent, Richard Laughlin
2009· article· en· Management Accounting Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
347
citations
afffundno abstractunlabeled
Patterns and processes in reef fish diversity
Camilo Mora, Paul M. Chittaro, Peter F. Sale, Jacob P. Kritzer, Stuart A. Ludsin
2003· article· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
347
citations
afffundno abstractunlabeled
Cold-shock induced high-yield protein production in Escherichia coli
Guoliang Qing, Li-Chung Ma, Ahmad Khorchid, G.V.T. Swapna, Tapas K. Mal, Masanori Mitta Takayama +7 more
2004· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
347
citations
affunlabeled
Epigenetic control of plant stress response
Alex Boyko, Igor Kovalchuk
2007· review· en· Environmental and Molecular Mutagenesis· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
347
citations
affno abstractunlabeled
Forests of Iran
Khosro Sagheb‐Talebi, Toktam Sajedi, Mehdi Pourhashemi
2013· book· en· Plant and vegetation· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
347
citations
affno abstractunlabeled
Nitric oxide and intestinal inflammation
Paul Kubes, Donna‐Marie McCafferty
2000· review· en· The American Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
347
citations

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