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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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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 1,930 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.

afffundno abstractunlabeled
Machine learning in preclinical drug discovery
Denise B. Catacutan, Jeremie Alexander, Autumn Arnold, J Stokes
2024· review· en· Nature Chemical Biology· Computer Science
machine prediction:candidate · noneconsensus · none
175
citations
affunlabeled
</title> </titles> <publication_date> <year>0</year> </publication_date> <pages> <first_page></first_page> <last_page></last_page> </pages> <publisher_item> <item_number item_number_type='arNumber'></item_number> </publisher_item> <doi_data> <doi>10.1109/LCOM.2007.357451</doi> <resource>http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber= </resource> </doi_data> </journal_article> <journal_article> <titles> <title><![CDATA[</title> </titles> <publication_date> <year>0</year> </publication_date> <pages> <first_page></first_page> <last_page></last_page> </pages> <publisher_item> <item_number item_number_type='arNumber'></item_number> </publisher_item> <doi_data> <doi> </doi> <resource>http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber= </resource> </doi_data> </journal_article> <journal_article> <titles> <title><![CDATA[</title> </titles> <publication_date> </publication_date> <pages> <first_page></first_page> <last_page></last_page> </pages> <publisher_item> <item_number item_number_type='arNumber'></item_number> </publisher_item> <doi_data> <doi> </doi> <resource>http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber= </resource> </doi_data> </journal_article> <journal_article> <titles> <title><![CDATA[Asymptotic performance of collaborative spectrum sensing under correlated log-normal shadowing
Amir Ghasemi, E.S. Sousa
2007· article· en· IEEE Communications Letters· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
175
citations
affno abstractunlabeled
Chance Constrained Programming
David L. Olson, Desheng Wu
2010· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
175
citations
affno abstractunlabeled
Scheduling Algorithms
Fayez Gebali
2008· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
175
citations
affunlabeled
Roll Forming Handbook
George T. Halmos
2005· book· en· Engineering
machine prediction:candidate · noneconsensus · none
175
citations
affno abstractunlabeled
Using Isoscapes to Track Animal Migration
Keith A. Hobson, Rachel Barnett-Johnson, Thure E. Cerling
2009· book-chapter· en· Environmental Science
machine prediction:candidate · noneconsensus · none
175
citations
affaboutunlabeled
Outsourcing Multi-Party Computation.
Seny Kamara, Payman Mohassel, Mariana Raykova
2011· preprint· en· IACR Cryptology ePrint Archive· Computer Science
machine prediction:candidate · noneconsensus · none
174
citations
aboutno affunlabeled
Risk Management in Construction Projects
Nerija Banaitienė, Audrius Banaitis
2012· book-chapter· en· InTech eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
174
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)95670-0
Michael Bau, Peter Dulski, Peter Möller
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
174
citations

How this was built: Screen · Findings · About