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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 50 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.

affaboutunlabeled
iREACH
Helena Grunfeld, Seán Ó Siochrú, Brian Unger, Sarun Im
2011· book-chapter· en· IGI Global eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
How Should Students Prepare for Exams
David Smiderle, Patricia L. Weigel Green
2013· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
XML Native Storage and Query Processing
Ning Zhang, M. TAMER ÖZSU
2010· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Neural Informatics
Yingxu Wang
2008· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Digital Privacy Across Borders
Lorayne Robertson, Heather Leatham, James Robertson, Bill Muirhead
2019· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Qualitative Research
M. Gordon Hunter
2013· book-chapter· en· IGI Global eBooks· Social Sciences
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
2011· book-chapter· en· IGI Global eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
“To Be Shot at Without Result”
Jason Hawreliak
2012· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Living with ADHD
Olga Fellus, Daniel P. Fellus
2016· book-chapter· en· IGI Global eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Collaborating with a (Non)Collaborator
Carolyn Kristjánsson
2010· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
From Chaos Towards Sense
Torsten Reiners, Lincoln C. Wood, Jon Dron
2015· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
LEAD Testimonials
Alyssa N. Palazzolo
2022· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Tweeting @LEADUWindsor
Brandon M. Sabourin
2022· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Transforming Indigenous Education
Taima Moeke-Pickering, Sheila Cote-Meek
2025· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Theory of Program Comprehension
Yann‐Gaël Guéhéneuc
2012· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Health Information Standards
Stergiani Spyrou, Panagiotis D. Bamidis, Nicos Maglaveras
2011· book-chapter· en· IGI Global eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bonded Design
Andrew Large, Valerie Nesset, Jamshid Beheshti, Leanne Bowler
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
More than Changing Classrooms
Lorayne Robertson, Wendy Hardman
2014· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Managing Virtual Schools
Margaret Haughey, William Muirhead
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Multiple Solitudes
Lorayne Robertson, Dianne Thomson
2013· book-chapter· en· IGI Global eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Gendered Analysis of the Academy
Rumana Patel, Olubukola Osuntade, Alana Hoare
2025· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · metaresearch+stsconsensus · none
0
citations
affunlabeled
Mobile Portals as Innovations
Alexander Serenko, Ofir Turel
2009· book-chapter· en· IGI Global eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bonded Design
Andrew Large, Valerie Nesset, Jamshid Beheshti, Leanne Bowler
2011· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Requirements Engineering in the ICT4D Domain
Kristina Pitula, Daniel Sinnig, Thiruvengadam Radhakrishnan
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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