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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 1,907 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.

affunlabeled
Automatic droop control for a low voltage DC microgrid
Amir Khorsandi, Mojtaba Ashourloo, Hossein Mokhtari, Reza Iravani
2015· article· en· IET Generation Transmission & Distribution· Engineering
machine prediction:candidate · noneconsensus · none
176
citations
affunlabeled
Narrative Research Evolving
Anne Bruce, Rosanne Beuthin, Laurene Sheilds, Anita Molzahn, Kara Schick‐Makaroff
2016· article· en· International Journal of Qualitative Methods· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
176
citations
affunlabeled
Suppression Sours Sacrifice
Emily A. Impett, Aleksandr Kogan, Tammy English, Oliver P. John, Christopher Oveis, Amie M. Gordon +1 more
2012· article· en· Personality and Social Psychology Bulletin· Psychology
machine prediction:candidate · noneconsensus · none
176
citations
affunlabeled
Spatial Analysis in Ecology
Marie‐Josée Fortin, Mark R. T. Dale, Jay M. Ver Hoef
2016· other· en· Wiley StatsRef: Statistics Reference Online· Environmental Science
machine prediction:candidate · noneconsensus · none
176
citations
affunlabeled
Welfare and Trade without Pareto
Keith Head, Thierry Mayer, Mathias Thoenig
2014· article· en· American Economic Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
176
citations

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