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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 334 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.

affgpt · no categorygrok · no categoryopus · no categorymodels split
The crisis of democracy and the science of deliberation
John S. Dryzek, André Bächtiger, Simone Chambers, Joshua Cohen, James Druckman, Andrea Felicetti +14 more
2019· article· en· Science· Social Sciences
machine prediction:candidate · noneconsensus · none
551
citations
affno abstractunlabeled
Sleep Apnea and Heart Failure
T. Douglas Bradley, John S. Floras
2003· review· en· Circulation· Medicine
machine prediction:candidate · noneconsensus · none
551
citations
affno abstractunlabeled
The SPMF Open-Source Data Mining Library Version 2
Philippe Fournier‐Viger, Jerry Chun‐Wei Lin, Antonio Gomariz, Ted Gueniche, Azadeh Soltani, Zhi‐Hong Deng +1 more
2016· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
551
citations
affunlabeled
Inside the Mindful Mind
Rimma Teper, Zindel V. Segal, Michael Inzlicht
2013· article· en· Current Directions in Psychological Science· Psychology
machine prediction:candidate · noneconsensus · none
551
citations
afffundno abstractunlabeled
Retinoblastoma
Helen Dimaras, Timothy W. Corson, David Cobrinik, Abby White, Junyang Zhao, Francis L. Munier +5 more
2015· review· en· Nature Reviews Disease Primers· Medicine
machine prediction:candidate · noneconsensus · none
550
citations
venueno affunlabeled
The Myths of Restoration Ecology
Robert H. Hilderbrand, Adam C. Watts, April M. Randle
2005· article· en· Ecology and Society· Environmental Science
machine prediction:candidate · noneconsensus · none
550
citations
affunlabeled
Lay health workers in primary and community health care
Simon Lewin, Judy Dick, Philip Pond, Merrick Zwarenstein, Godwin N. Aja, Brian van Wyk +2 more
2005· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · noneconsensus · none
550
citations
affunlabeled
Diet tracing in ecology: Method comparison and selection
Jens M. Nielsen, Elizabeth L. Clare, Brian Hayden, Michael T. Brett, Pavel Kratina
2017· article· en· Methods in Ecology and Evolution· Environmental Science
machine prediction:candidate · metaresearchconsensus · none
550
citations
affunlabeled
Is there a dysexecutive syndrome?
Donald T. Stuss, Michael P. Alexander
2007· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Medicine
machine prediction:candidate · noneconsensus · none
550
citations
afffundunlabeled
Genetic Mechanisms of Immune Evasion in Colorectal Cancer
Catherine S. Grasso, Marios Giannakis, Daniel K. Wells, Tsuyoshi Hamada, Xinmeng Jasmine Mu, Michael J. Quist +46 more
2018· article· en· Cancer Discovery· Medicine
machine prediction:candidate · noneconsensus · none
550
citations
afffundunlabeled
A synthesis of radial growth patterns preceding tree mortality
Maxime Cailleret, Steven Jansen, Elisabeth M. R. Robert, Lucía DeSoto, Tuomas Aakala, Joseph A. Antos +59 more
2016· article· en· Global Change Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
550
citations

How this was built: Screen · Findings · About