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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 1 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
A Constructivist Approach to Online Learning
Karen Swan, D. Randy Garrison, Jennifer Richardson
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
379
citations
affunlabeled
Learning Networks and Connective Knowledge
Stephen Downes
2010· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
328
citations
affunlabeled
Artificial Intelligence Review
Amal Kilani, Ahmed Ben Hamida, Habib Hamam
2017· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
137
citations
affunlabeled
An Overview of Cryptography
Ehsan Vahedi, Vincent W. S. Wong, Ian F. Blake
2013· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
131
citations
aboutno affunlabeled
Privacy by Design
Ann Cavoukian
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
123
citations
affunlabeled
The Access Rainbow
Andrew Clement, Leslie Reagan Shade
2000· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
113
citations
affunlabeled
Knowledge Management in Healthcare
Christo El Morr, Julien Subercaze
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
106
citations
affunlabeled
Computer-Mediated Learning Groups
Charles R. Graham, Melanie Misanchuk
2004· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
97
citations
affunlabeled
The Emerging Field of Technoethics
Rocci Luppicini
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
83
citations
affunlabeled
KEA
Ian H. Witten, Gordon W. Paynter, Eibe Frank, Carl Gutwin, Craig G. Nevill-Manning
2004· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
73
citations
affunlabeled
Biological Conservation
Gerardo P. Reyes, Kanavillil Nandakumar, Ryan Stevens
2022· book-chapter· en· IGI Global eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
71
citations
affunlabeled
Handbook of Research on Technoethics
Rocci Luppicini, Rebecca Adell
2009· book· en· IGI Global eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
71
citations
affunlabeled
Big Data Mining and Analytics
Carson K. Leung
2014· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
70
citations
affunlabeled
Data Mining Based on Rough Sets
Jerzy W. Grzymala‐Busse, Wojciech Ziarko
2003· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
68
citations
affunlabeled
Introduction to E-Commerce
Mahmud Akhter Shareef, Yogesh K. Dwivedi, Michael D. Williams, Nitish Singh
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
67
citations
affunlabeled
The Multi-Faceted Nature of Virtual Teams
Line Dubé, Guy Paré
2011· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
67
citations
affunlabeled
Intrusion Detection Systems
H. Güneş Kayacık, A. Nur Zincir‐Heywood, Malcolm I. Heywood
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
affunlabeled
Celebrity-Persona Parasocial Interaction Scale
Mihai C. Bocârnea
2007· book-chapter· en· IGI Global eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
61
citations
affunlabeled
Creating Knowledge-Based Healthcare Organizations
Nilmini Wickramasinghe, Jatinder N.D. Gupta, Sushil Kumar Sharma
2005· book· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations
affunlabeled
Automatic Tagging of Audio
Thierry Bertin-Mahieux, Douglas Eck, Michael Mandel
2010· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
affunlabeled
Community Informatics
Michael Gurstein
2000· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
59
citations
affunlabeled
Staff Detection and Removal
Ichiro Fujinaga
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
59
citations
affunlabeled
Big Data Analysis and Mining
Carson K. Leung
2017· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations
affunlabeled
Spatial Online Analytical Processing (SOLAP)
Yvan Bédard, Sonia Rivest, Marie-Josée Proulx
2007· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
48
citations
affunlabeled
Tropos
Paolo Giorgini, Manuel Kolp, John Mylopoulos, Jaelson Castro
2005· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
47
citations
affunlabeled
Hierarchical Document Clustering
Benjamin C. M. Fung, Ke Wang, Martin Ester
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
affunlabeled
Pedagogy in Commercial Videos
Katrin Becker
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
affunlabeled
Understanding Telehealth
Joachim Jean-Jules, Alain Villeneuve
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
44
citations
affunlabeled
Human-Inspired Granular Computing
Yiyu Yao
2010· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
affunlabeled
Microwave Circuit Design
Gabriel Cormier, Tyler Ross
2012· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
43
citations
affaboutunlabeled
Kinova Modular Robot Arms for Service Robotics Applications
Alexandre Campeau‐Lecours, Hugo Lamontagne, Simon Latour, P. Fauteux, Véronique Maheu, François Boucher +2 more
2019· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
42
citations
affunlabeled
MARSYAS-0.2
George Tzanetakis
2008· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
affunlabeled
Collaborative Geographic Information Systems
Shivanand Balram, Suzana Dragićević
2006· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations
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