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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 2,279 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.

affno abstractunlabeled
Hydrothermal Processing in Biorefineries
Héctor A. Ruíz, Mette Hedegaard Thomsen, Heather L. Trajano
2017· book· en· Engineering
machine prediction:candidate · noneconsensus · none
156
citations
affno abstractunlabeled
Handbook of Peer-to-Peer Networking
Xuemin Shen, Mursalin Akon, John Buford, Heather Yu
2010· book· en· Computer Science
machine prediction:candidate · noneconsensus · none
156
citations
affno abstractunlabeled
Heat transfer in fluidized beds: design methods
John C. Chen, John R. Grace, Mohammad R. Golriz
2005· article· en· Powder Technology· Engineering
machine prediction:candidate · noneconsensus · none
155
citations
affunlabeled
Roadmap on optical metamaterials
Augustine Urbas, Zubin Jacob, Luca Dal Negro, Nader Engheta, P. Egan, Alexander B. Khanikaev +27 more
2016· article· en· Journal of Optics· Materials Science
machine prediction:candidate · noneconsensus · none
155
citations
affunlabeled
Creating Sustainable Local Enterprise Networks
David Wheeler, Kevin McKague, Jane Thomson, Rachel Davies, Jacqueline Medalye, Marina Prada
2005· article· de· Research Repository (Kingston University London)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
155
citations
affunlabeled
A Multiple-Detection Joint Probabilistic Data Association Filter
B. Habtemariam, Ratnasingham Tharmarasa, T. Thayaparan, Mahendra Mallick, T. Kirubarajan
2013· article· en· IEEE Journal of Selected Topics in Signal Processing· Computer Science
machine prediction:candidate · noneconsensus · none
155
citations

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