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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.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. 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.

affaffiliation
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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.

3,595 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.
3,595 works in the cohort · of 4,299,418page 25 of 72

Labels cover 8 of 3,595 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 3,595 of 3,595 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
Knowledge Management in Charities
Kathleen E. Greenaway, David Vuong
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Beyond Needs
Michel Aubé
2011· book-chapter· en· IGI Global eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Documentation Methods for Visual Languages
Alexandre Grings, Marcus Vinicius dos Santos
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Myers-Briggs Personality Types
Eugene Kaluzniacky
2011· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Ethics of Workplace Surveillance Games
Peter Danielson
2005· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Mathematical Knowledge Management
William M. Farmer
2011· book-chapter· en· IGI Global eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Toward Cognitive Informatics and Cognitive Computers
Yiyu Yao, Zhongzhi Shi, Yingxu Wang, Witold Kinsner, Yixin Zhong, Guoyin Wang
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Trans-Canada Slimeways
Andrew Adamatzky, Selim G. Akl
2013· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Semantic Web Services for Healthcare
Christina Catley, Monique Frize, Dorina C. Petriu
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Pattern Discovery as Event Association
Andrew K. C. Wong, Yang Wang, Gary C.L. Li
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Afterword
David S. Miall
2011· book-chapter· en· IGI Global eBooks
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Visual Learning in the Virtual World
Hsiao‐Cheng Han
2013· book-chapter· en· IGI Global eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Enhancing Collective Teacher Efficacy
Adriana Klassen
2025· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Cyber Behaviors in Canada
Matthieu J. Guitton
2012· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Eigencombining
Constantin Siriteanu, Steven D. Blostein
2009· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Semantic Web Services for Healthcare
Christina Catley, Monique Frize, Dorina C. Petriu
2006· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Net Generation Illusion
Rachel Ellaway, Janet Tworek
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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