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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 69 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
Plurilingualism and STEAM
Daniel Roy Pearce, Mayo Oyama, Danièle Moore, Kana Irisawa
2022· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Final CIO Comments
M. Gordon Hunter
2007· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
When Low-Carbon means Low-Cost
Stephen J. Salter
2013· book-chapter· en· IGI Global eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Requirements Engineering in the ICT4D Domain
Kristina Pitula, Daniel Sinnig, Thiruvengadam Radhakrishnan
2013· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
IT Outsourcing Strategies
Siva Prasad Ravi, Ravi Jain, Wei Song
2012· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Beyond the Online Transaction
Brendan F. Burke
2010· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web GIS and Knowledge Management Systems
Brad C. Mason, Suzana Dragićević
2008· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
E-Democracy
Jo-An S. Christiansen
2010· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
All Together Now
Lori L. Scarlatos, Eric Engoron, Pamela Block, Cassandra Evans
2021· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Cloud Computing and Gov 2.0
Jeffrey Roy
2014· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Social Context of Knowledge
Daniel Memmi
2010· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Building a Community Robotics Pipeline
Jerry Ryan David Gustafson
2025· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Modeling of Web Services using Reaction Rules
Marko Ribarić, Shahin Sheidaei, Milan R. Milanovic, Dragan Gašević, Adrian Giurca, Sergey Lukichev
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Service Quality of E-Commerce for Global Consumers
Mahmud Akhter Shareef, Yogesh K. Dwivedi, Michael D. Williams, Nitish Singh
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Think Global, Act Local
Sylvie Albert, Don Flournoy
2012· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Beyond Micro-Tasks
Roman Lukyanenko, Jeffrey Parsons
2019· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
User-Centered Interactive Data Mining
Yan Zho, Yaohua Chen, Yiyu Yao
2008· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
The NetLab Network
Dimitrina Dimitrova, Barry Wellman
2017· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
From Face to Facial Expression
Zakia Hammal
2013· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Qualitative Standards for E-Learning
Krista Breithaupt, Colla J. MacDonald
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Towards Healthy Public Policy
Julie Yang
2015· book-chapter· en· IGI Global eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Information Systems and Small Business
M. Gordon Hunter
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About