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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 · 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.
4,299,418 works in the cohort · of 4,299,418page 1,179 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 · metaresearch+scholarly_communicationgpt · metaresearch+research_integrity+scholarly_communicationmodels split
Firm action needed on predatory journals
Jocalyn Clark, Russell Smith
2015· editorial· en· BMJ· Decision Sciences
machine prediction:candidate · metaresearch+research_integrityconsensus · none
243
citations
aboutno affunlabeled
Competencies and Frameworks in Interprofessional Education
Jill Thistlethwaite, Dawn Forman, Lynda R. Matthews, Gary David Rogers, Carole Steketee, Tagrid Yassine
2014· article· en· Academic Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
243
citations
venueno affunlabeled
Medication Adherence Apps: Review and Content Analysis
Imran Ahmed, Niall Ahmad, Shahnaz Ali, S. Ali, Anju George, Hiba Saleem Danish +6 more
2018· review· en· JMIR mhealth and uhealth· Health Professions
machine prediction:candidate · noneconsensus · none
243
citations
affno abstractunlabeled
On the role of 4-hydroxynonenal in health and disease
Miklós Csala, Tamás Kardon, Balázs Legeza, Beáta Lizák, József Mandl, Éva Margittai +4 more
2015· review· en· Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease· Medicine
machine prediction:candidate · noneconsensus · none
243
citations
affunlabeled
Evolutionary ecology of nectar
Amy L. Parachnowitsch, Jessamyn S. Manson, Nina Sletvold
2018· review· en· Annals of Botany· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
243
citations
affunlabeled
A<scp>IRCRAFT</scp> I<scp>CING</scp>
Tuncer Cebeci, F. Kafyeke
2002· article· en· Annual Review of Fluid Mechanics· Engineering
machine prediction:candidate · noneconsensus · none
243
citations
affunlabeled
Grand Challenges in Migration Biology
Melissa S. Bowlin, Isabelle-A. Bisson, Judy Shamoun‐Baranes, Jonathan D. Reichard, Nir Sapir, Peter P. Marra +7 more
2010· article· en· Integrative and Comparative Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
243
citations
affunlabeled
Neutral Beams from Blazar Jets
A. M. Atoyan, C. D. Dermer
2003· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
243
citations

How this was built: Screen · Findings · About