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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 6 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 Cognitive Process of Decision Making
Yingxu Wang, Guenther Ruhe
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Metis
Jody S. Underwood
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affunlabeled
Introducing Conversation Design
Rocci Luppicini
2008· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
The PADRES Publish/Subscribe System
Hans‐Arno Jacobsen, Alex Cheung, Guoli Li, Balasubramaneyam Maniymaran, Vinod Muthusamy, Reza Sherafat Kazemzadeh
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
9
citations
affunlabeled
HiDEx
Cyrus Shaoul, Chris Westbury
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affunlabeled
Simulations to AssessMedication Administration Systems
Elizabeth M. Borycki, André Kushniruk, Shigeki Kuwata, Hiromi Watanabe
2009· book-chapter· en· IGI Global eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
9
citations
affaboutunlabeled
The Community of Inquiry Framework
Heather Mac Neill, Scott Reeves, Elizabeth Hanna, Steve Rankin
2010· book-chapter· en· IGI Global eBooks· Health Professions
distilled prediction:candidate · sts+research_integrityconsensus · none
9
citations
affaboutunlabeled
Legal Challenges of Online Reputation Systems
Jennifer A. Chandler, Khalil El‐Khatib, Morad Benyoucef, Gregor von Bochmann, Carlisle Adams
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affaboutunlabeled
Portals and Potlach
Carol Leclair, Sandi Warren
2007· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Understanding the Mobile Consumer
Constantinos K. Coursaris, Khaled Hassanein, Milena Head
2004· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
E-Learning and the Global Workforce
Karim A. Remtulla
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Research Communities in Context
Dimitrina Dimitrova, Emmanuel Koku
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
The Plain Hard Work of Teaching Online
Dianne Conrad
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Learning by Pervasive Gaming
Christian Kittl, Francika Edegger, Otto Petrovic
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affunlabeled
Case Study Research and Online Learning
Bruce L. Mann
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Instructional Methods and Learning Styles
Stephan Petrina
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Understanding E-Governance
Muhammad Muinul Islam, Mohammad Ehsan
2013· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affaboutunlabeled
The Organizatonal Culture of Digital Government
Barbara Allen, Luc Juillet, Mike Miles, Gilles Paquet, Jeffrey Roy, Kevin Wilkins
2004· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
aboutno affunlabeled
Adolescents and the Internet
Evelyne Bévort, Isabelle Bréda
2008· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Human-Centred Web Search
Orland Hoeber
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affunlabeled
Discovery of Process Models from Data and Domain Knowledge
Hung Son Nguyen, Andrzej Jankowski, James F. Peters, Andrzej Skowron, Jarosław Stepaniuk, Marcin Szczuka
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
On Interactive Data Mining
Yan Zhao
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
Wireless Sensor Network Testbeds
Khalid El-Darymli, Mohamed H. Ahmed
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affunlabeled
Internet Marketing and SMEs
Daniel John Doiron
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
Performance-Based Seismic Design
Oscar Möller, Marcelo G. Rubinstein, Fabián Savino, Ricardo O. Foschi
2012· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
The Culture(s) of Cyberspace
Leah P. Macfadyen
2006· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Crouching Tangents, Hidden Danger
Miguel Á. García-Ruiz, Jayshiro Tashiro, Bill Kapralos, Miguel Vargas Martín
2011· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Mouse Dynamics Biometric Technology
Ahmed Awad E. Ahmed, Issa Traoré
2010· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affunlabeled
Strategic Partners and Strange Bedfellows
Paul D. Larson
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affaboutunlabeled
Future of Education in Industry 4.0
Rania Mohy El Din Nafea, Esra Kiliçarslan Toplu
2021· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
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