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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 12 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
Curriculum and Instruction Design
Stephan Petrina
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Instructional Immediacy Online
Sherri Melrose
2009· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Computer-Mediated Learning Groups
Charles R. Graham, Melanie Misanchuk
2005· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
ICT Ecologies of Learning
Jenny Arntzen, Don Krug
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Algorithm Education Using Structured Hypermedia
Tomasz Müldner, Elhadi Shakshuki, Andreas Kerren
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Information Systems Development Outcomes
M. Gordon Hunter
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Digital Video Authentication
Pradeep K. Atrey, Abdulmotaleb El Saddik, Mohan Kankanhalli
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Role-Based Autonomic Systems
Haibin Zhu
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Taking Making Into the Schools
Susan Crichton, Deb Carter
2016· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
A Framework for E-Government Portal Development
Bharat Maheshwari, Vinod Kumar, Uma Kumar, Vedmani Sharan
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Self-Assessment During Online Discussion
Ruth Xiaoqing Guo
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Visualization Techniques for Data Mining
Herna L. Viktor
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Advertising in Virtual Worlds
Paul R. Messinger, Xin Ge
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
The Blockchain Technology
Ahmed Ben Ayed, Mohamed Amine Belhajji
2019· book-chapter· en· IGI Global eBooks· Computer Science
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
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
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
affunlabeled
Discovering Perceptually Near Granules
James F. Peters
2010· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · 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
affaboutunlabeled
Virtual Community Building and the Information Society
Christo El Morr, Pierre Maret, Mihaela Dinca-Panaitescu, Marcia Rioux, Julien Subercaze
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Social Marketing in Healthcare
Manuel W. Mah
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · 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
Pseudo Independent Models
Yang Xiang
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
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