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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 5 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 Web of Identity
Marguerite Koole, Gale Parchoma
2012· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
eLearning Tools for ePortfolios
Uri Shafrir, Masha Etkind, Jutta Treviranus
2006· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affunlabeled
Curriculum and Instruction Design
Stephan Petrina
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
On Visual Semantic Algebra (VSA)
Yingxu Wang
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affunlabeled
Linguistic Minorities on the Internet
Jaffer Sheyholislami
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Web GIS and Knowledge Management Systems
Brad C. Mason, Suzana Dragićević
2006· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affunlabeled
E-Learning in Higher Education
Dirk Morrison
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affunlabeled
A Simulation Primer
Katrin Becker, J.R. Parker
2009· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affunlabeled
Sound in Electronic Gambling Machines
Karen Collins, Holly Tessler, Kevin Harrigan, Michael J. Dixon, Jonathan A. Fugelsang
2010· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affunlabeled
The Pedagogical Implications of Web 2.0
Matthias Stürm, Trudy Kennell, Rob McBride
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Female and Male Hacker Conferences Attendees
Bernadette H. Schell, June Melnychuk
2013· book-chapter· en· IGI Global eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
affaboutunlabeled
Measuring the Impact of Social Media
Kimiz Dalkir
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Web Services Communities
Zakaria Maamar, Philippe Thiran, Jamal Bentahar
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
affaboutunlabeled
Policy Processes for Technological Change
Richard Smith, Brian Lewis, Christine Massey
2006· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
A Framework for Research into Business-IT Alignment
Felix B. Tan, R. Brent Gallupe
2003· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
affunlabeled
Multimedia Sensory Cue Processing in the FIVIS Simulation Environment
Rainer Herpers, David Scherfgen, Michael Kutz, Jens Bongartz, Ulrich Hartmann, Oliver Schulzyk +4 more
2011· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
affunlabeled
Remote Usability Evaluation of Web Interfaces
Naouel Moha, Ashraf Gaffar, Gabriel Michel
2007· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
Internet Marketing and SMEs
Daniel John Doiron
2012· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
A Romance of the Three Kingdoms
Petr Hanel, Jie He, Jingyan Fu, Susan Reid, Jorge Niosi
2019· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
aboutno affunlabeled
Becoming Knowledge-Powered
2002· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
affunlabeled
E-commerce Adoption in Nigerian Businesses
Uyinomen O. Ekong, Princely Ifinedo, C. K. Ayo, Airi Ifinedo
2012· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
affunlabeled
Organizational Culture Profile
K. Marmenout
2007· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
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
affunlabeled
E-Publishing and Digital Libraries
Martin Holmes, Laurent Romary
2011· preprint· en· IGI Global eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · 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
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
The Impact of Internet Learning Technology
Genevieve Marie Johnson, Genevieve J. Howell
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
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