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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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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
fundfunder
venuejournal
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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.

496 results · 1 filter active ·
Results by year
20112017
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
496 works in the cohort · of 4,299,418page 2 of 10

Labels cover 3 of 496 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 496 of 496 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
Mobile Technologies in Teacher Education
Jan Herrington, Nathaniel Ostashewski, Doug Reid, Kim Flintoff
2014· book-chapter· en· SensePublishers eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
Building Bridges
2016· book· en· SensePublishers eBooks· Engineering
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Putting Theory into Practice
2012· book· en· SensePublishers eBooks· Medicine
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Higher Education in Societies
2014· book· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Feminist Organizations
Leona M. English, Catherine Irving
2015· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
What’s a Cellphilm? An Introduction
Katie MacEntee, Casey Burkholder, Joshua Schwab-Cartas
2016· book-chapter· de· SensePublishers eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Volunteer Work and Informal Learning
Fiona Duguid, Karsten Mündel, Daniel Schugurensky
2013· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
A Question of Adequate Aims
Dwight Boyd
2015· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Recognizing “Smart Super-Physicists”
Allison J. Gonsalves, Gale Seiler
2012· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Seeking Pedagogical Places
Andrew Foran, Margaret Olson
2012· book-chapter· en· SensePublishers eBooks· Psychology
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Quality and Qualities
2012· book· en· SensePublishers eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
10
citations
aboutno affunlabeled
Experiencing the Outdoors
2015· book· en· SensePublishers eBooks· Psychology
machine prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Power, Race, and Higher Education
Kakali Bhattacharya, Norman K. Gillen
2016· book· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Forging Solidarity
Shirley Walters, Astrid von Kotze
2017· book· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Moon Bear and the Night Butterfly
Sylvia Kind, Cindy Lee
2017· book-chapter· en· SensePublishers eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
A Dead Man’s Sweater
Lynn Fels
2011· book-chapter· en· SensePublishers eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Forced Migration and Education
Snežana Ratković, Emilia Piętka-Nykaza
2016· book-chapter· en· SensePublishers eBooks· Psychology
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Zero Tolerance and Other Plays
Tara Goldstein
2013· book· en· SensePublishers eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Adult Education And Community Development
Leona M. English, Peter Mayo
2012· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Get Out from Behind the Lectern
Jason Wallin
2013· book-chapter· en· SensePublishers eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Leading For Educational Lives
John M. Novak, Denise E. Armstrong, Brendan Ciarán Browne
2014· book· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
The Mathematics of Mathematics
Wolff‐Michael Roth
2017· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Gender in the Vampire Narrative
Amanda Jo Hobson
2016· book· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affaboutunlabeled
Rethinking Multiculturalism in Canada
Shibao Guo, Yan Guo
2015· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Learning to be Included
Cameron Duff
2013· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Scientific Literacy Revisited
Derek Hodson
2011· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Introduction: Global Issues
Diane Brook Napier, Suzanne Majhanovich
2013· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About