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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.

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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 65 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
Cognition, Creativity, and Learning
Eugene Kaluzniacky
2011· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Software Security Engineering – Part II
Issa Traoré, Isaac Woungang
2015· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Secondary Drivers
2025· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
E-Health Behaviors
Deborah E. Linares, Kaveri Subrahmanyam
2012· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Requirements Engineering in the ICT4D Domain
Kristina Pitula, Daniel Sinnig, Thiruvengadam Radhakrishnan
2012· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Is Flipped Classroom a Tendency or a Fad?
Michel Plaisent, Filomena T. Dayagbil, Angeline M. Pogoy, Prosper Bernard
2016· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Harnessing Human Capital
Preeti Sharma, Bhupinder Pal Singh Chahal, Latika Sahni
2025· book-chapter· en· IGI Global eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mobile Evaluations in a Lab Environment
Murray Crease, Robert Longworth
2008· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Library Big Data Research
Shaochun Xu, Wencai Du, Chunning Wang, Dapeng Liu
2018· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
Primary Challenges
2025· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Adolescents' Experiences of Cyberbullying
Minghui Gao, Xu Zhao, Mark McJunkin
2019· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
ESPORT Demonstration Project, Canada
Patrick J. Fahy, Patrick Cummins
2007· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Organizing Knowledge for Instruction
Stephan Petrina
2007· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
E-Com Supply Chain and SMEs
Ron Craig
2009· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
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