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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.

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.

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 14 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Role of Use Cases in the UML
Brian Dobing, Jeffrey Parsons
2002· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Web Initiatives and E-Commerce Strategy
Ron Craig
2003· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Watching What We Read
Abby Goodrum
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
The Game of Defense and Security
Michael Barlow
2006· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Designing a Ubiquitous Audio-Based Memory Aid
Shwetak Patel, Khai N. Truong, Gillian R. Hayes, Giovanni Iachello, Julie A. Kientz, Gregory D. Abowd
2008· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Collaborative Geographic Information Systems
Shivanand Balram, Suzana Dragićević
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Symbolic Function Network
George S. Eskander, Amir F. Atiya
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Face Animation
Ali Arya, Babak Hamidzadeh
2011· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Electronic Government Adoption Paradigms
Mahmud Akhter Shareef, Yogesh K. Dwivedi
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Improving Image Retrieval by Clustering
Dany Gebara, Reda Alhajj
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Social Innovation in the For-Profit Organization
Tindara Abbate, Angelo Presenza, Lorn Sheehan
2019· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Collective Learning with CoPs
Peter Smith
2006· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
Measuring Intangible Assets
Kimiz Dalkir, Susan McIntyre
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Information Technology Usage in Nigeria
Isola Ajiferuke, Wole Michael Olatokun
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Trust and Social Capital
Ben Kei Daniel
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Ad Hoc Virtual Teams
Guy Paré, Line Dubé
2002· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Technology Enabled Knowledge Translation
Kendall Ho
2008· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Educational Games
Castell Suzanne de, Jennifer Jenson, Nicholas Taylor
2010· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Destructive Creativity on the Social Web
Steve Wheeler
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Free Access to Law and Open Source Software
Daniel Poulin, Andrew Mowbray
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
aboutno affunlabeled
Business Process Outsourcing to Emerging Markets
Jurgis Samulevičius, Valdas Samonis
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Ubiquitous Connectivity & Work-Related Stress
Jane E. Ramsay, Mario Hair, Karen Renaud
2008· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Incidental Learning in 3D Virtual Environments
Wayne W. Thomas, Patricia Boechler
2015· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Jihadist Propaganda on Social Media
Ahmed Al‐Rawi, Jacob Groshek
2020· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
The iPad in the Classroom
Nathaniel Ostashewski, Doug Reid
2013· book-chapter· en· IGI Global eBooks· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Customer Knowledge Management
Scott Paquette
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Pseudo Independent Models
Yang Xiang
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Technology Adoption and the Internet
Bruce L. Mann
2011· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
The Pedagogical Implications of Web 2.0
Matthias Stürm, Trudy Kennell, Rob McBride
2011· book-chapter· en· IGI Global eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About