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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.

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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
Evidence
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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 52 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.

aboutno affunlabeled
New Payment Models and Big Data Analytics
Avnish Rastogi
2014· book-chapter· en· IGI Global eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
XBRL
Chunhui Liu
2014· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Exceptions in Ontologies
Christophe Jouis, Julien Bourdaillet, Bassel Habib, Jean‐Gabriel Ganascia
2010· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Profit Mining
Senqiang Zhou, Ke Wang
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Best Practices for Effective Virtual Teams
D. Sandy Staples, Ian K. Wong, Ann Cameron
2008· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
User-Centered Interactive Data Mining
Yan Zhao, Yiyu Yao
2010· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Costs and Benefits in Supply Chain Collaboration
Tim S. McLaren, Milena Head, Yufei Yuan
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Review of Open Source Software (OSS)
Bhasker Mukerji, Ramaraj Palanisamy
2012· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
City E-Government
Hanuv Mann, Gerald Grant, Inder Jit Singh Mann
2012· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Age and Time of No Retirement
Adnan ul Haque
2022· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Signals of Trustworthiness in E-Commerce
Kathryn M. Kimery, Mary McCord
2008· book-chapter· en· IGI Global eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
How CyberCoaching System Works
Kit Hang Leung, Zhidong Zhang
2008· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Privacy and Trust in E-Government
George Yee, Khalil El‐Khatib, Larry Korba, Andrew S. Patrick, Ronggong Song, Yuefei Xu
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Design Science
Raul Valverde, Mark Toleman, Aileen Cater‐Steel
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Avatar Teaching and Learning
Geoff Lawrence, Farhana Ahmed
2022· book-chapter· en· IGI Global eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Misogynistic Males
Selina E. M. Kerr
2022· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Building Context-Aware E-Commerce Systems
Anahit Martirosyan, Thomas Tran, Azzedine Boukerche
2010· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About