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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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IGI Global eBooks
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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 56 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
Rapid E-Learning in the University
Ivy Tan, Ravi Chandran
2009· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Rough Sets and Data Mining
Jerzy W. Grzymala‐Busse, Wojciech Ziarko
2005· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Is It Privacy or Is It Access Control?
Sylvia L. Osborn
2018· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web Services vs. ebXML
Yuhong Yan, Matthias Klein
2009· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Examining the “Digital Divide”
Francis Bangou
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Social Issues of Trust and Digital Government
Stephen Marsh, Andrew S. Patrick, Pam Briggs
2008· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
E-Contracting Challenges
Lai Xu, Paul de Vrieze
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Medical Education in the 21st Century
Stefane M. Kaben, Jatinder Takhar, Raymond Leduc, Rick Burjaw
2005· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Citizenship and New Technologies
Peter Smith, Elizabeth Smythe
2005· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
International Students in Online Courses
María Ángeles Rodriguez Manzanares
2017· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Enneagram Personalities
Eugene Kaluzniacky
2011· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Indusrty Clusters in Peripheral Regions
Philip Rosson, Carolan McLarney
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Simulation Primer
Katrin Becker, James R. Parker
2011· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Knowledge Management Model for Patterns
Pankaj Kamthan, Terrill Fancott
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Explaining Algorithms
Tomasz Müldner, Elhadi Shakshuki
2008· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
E-Learning as Nation Building
Marco Adria, Katy Campbell
2007· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ethics, Risk, and Media Intervention
Mahmoud M. A. Eid, Isaac Nahón-Serfaty
2016· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Minecraft Aesthetics
Diali Gupta, Beaumie Kim
2022· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Tlowitsis Re-Imagined
Jon Corbett, Raquel Mann
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
You Had to be There
Kevin O’Neill, Sheryl Guloy
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
The Organizatonal Culture of Digital Government
Barbara Allen, Luc Juillet, Mike Miles, Gilles Paquet, Jeffrey Roy, Kevin Wilkins
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Cyber Criminal Profiling
Mohammed S. Gadelrab, Ali A. Ghorbani
2020· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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