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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 10 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.

affaboutunlabeled
Bonded Design
Andrew Large, Valerie Nesset
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affaboutunlabeled
Policy Processes for Technological Change
Richard Smith, Brian Lewis, Christine Massey
2000· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Social Cognitive Ontology and User Driven Healthcare
Rakesh Biswas, Carmel M. Martin, Joachim P. Sturmberg, Kamalika Mukherji, Edwin Wen Huo Lee, Shashikiran Umakanth
2009· book-chapter· en· IGI Global eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Visible Light Communication Numerous Applications
Ala’ Khalifeh, Hasan Farahneh, Christopher Mekhiel, Xavier Fernando
2017· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Self-Injury Behaviors in Cyber Space
Jamie M. Duggan, Janis Whitlock
2012· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
Automatic Item Generation
Mark J. Gierl, Hollis Lai, Xinxin Zhang
2017· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Social Media Use in the Public Sector
Anteneh Ayanso, Darryl Moyers
2019· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Prolonging the Aging of Software Systems
Constantinos Constantinides, Venera Arnaoudova
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Digital Literacy Concepts and Definitions
Patricia Boechler, Karon Dragon, Ewa Wasniewski
2015· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
5
citations
affunlabeled
Celebrity-Persona Parasocial Interaction Scale
M. Bocarnea
2011· book-chapter· en· IGI Global eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
Real-Time Hardware-in-the-Loop in Railway
Silvio Baccari, Giulio Cammeo, Christian Dufour, Luigi Iannelli, V. Mungiguerra, M. Porzio +2 more
2012· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Courts on the Web in Russia
Alexei Trochev
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Courts on the Web in Russia
Alexei Trochev
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
affaboutunlabeled
Semantic Web in E-Government
Mamadou Tadiou Koné, William J. McIver
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Association Rules
Paul D. McNicholas, Yanchang Zhao
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Understanding Terrorism
Mahmoud M. A. Eid
2016· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · 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
Trust, Loyalty, and ECommerce
Leonard I. Rotman
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Activity Theory and Context
Laura G. Farres, Colla J. MacDonald
2011· book-chapter· en· IGI Global eBooks· Psychology
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
Coastal Atlas Interoperability
Yassine Lassoued, Luis Bermúdez, Karen Stocks, Eoin O’Grady, Anthony W. Isenor, Paul R. Alexander
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Role of Big Data in Internet of Things Networks
Vijayalakshmi Saravanan, Fatima Hussain, Naik Kshirasagar
2021· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Audience Response Systems
Eugene Judson, Daiyo Sawada
2011· book-chapter· en· IGI Global eBooks· Veterinary
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · 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
Treating Bruised Badges
Lucas Rubim, Felipe Rubim, Konstantinos Papazoglou, Daniel M. Blumberg
2021· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
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