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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 47 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
Medical Education in the 21st Century
Stefane M. Kaben, Jatinder Takhar, Raymond Leduc, Rick Burjaw
2011· book-chapter· en· IGI Global eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Bike Transportation System Design
Avninder Gill
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Data Security in Electronic Health Records
Stefane Kabene, Raymond Leduc, Candace J. Gibson
2011· book-chapter· en· IGI Global eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Should We Publish That?
Loren Falkenberg, Oleksiy Osiyevskyy
2018· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · metaresearchconsensus · none
0
citations
affaboutunlabeled
Thinking Language Awareness at a Science Centre
Danièle Moore, Maureen Hoskyn, Jacqueline K. Mayo
2021· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web Museums as the Last Endeavor
Roxane Bernier
2007· book-chapter· en· IGI Global eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Assigning Ontological Meaning to Workflow Nets
Pnina Soffer, Maya Kaner, Yair Wand
2012· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Experiencing Quality
Kyle B. Murray
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Software Security Engineering
Mohammad Zulkernine, Sheikh Iqbal Ahamed
2008· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Graph Based Evolutionary Algorithms
Steven Corns, Daniel Ashlock, Kenneth M. Bryden
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Open Source Software Communities
Kévin Carillo, Chitu Okoli
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Engineering Wireless Mobile Applications
Qusay H. Mahmoud, Zakaria Maamar
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
On Concept Algebra
Yingxu Wang
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
XBRL
Mary Oxner, Ken MacAulay, Gerald Trites
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Storytelling as Mentorship
Sufia Langevin, Sonoma Brawley
2025· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · metaresearchconsensus · none
0
citations
affunlabeled
Abuse of the Social Media Brain
Fritz Kohle, Sony Jalarajan Raj
2019· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
From Theory to Practice
George Eisler, Joseph Tan, Samuel Sheps
2008· book-chapter· en· IGI Global eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mobile Technology in a Developing Context
Pammla Petrucka, Sandra Bassendowski, Thomas F. James, Hazel Roberts, June Anonson
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Alerts in Healthcare Applications
Dickson K.W. Chiu, Benny W.C. Kwok, Ray L.S. Wong, Marina Kafeza, Shing-Chi Cheung, Eleanna Kafeza +1 more
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Overview of Bayesian Belief Network
Ben Kei Daniel
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Canada
Detlev Zwick
2009· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Informatics and Ovarian Cancer Care
Laurie Elit, Susan J. Bondy, Michael Fung‐Kee‐Fung, Prafull Ghatage, Tien Le, Barry P. Rosen +1 more
2009· book-chapter· en· IGI Global eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Effect of Mobile Phone SMS on M-Health
Mahmud Akhter Shareef, Jashim Uddin Ahmed, Vinod Kumar, Uma Kumar
2017· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Collective Learning with CoPs
P.A.C. Smith
2011· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
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