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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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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 31 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
Formal Analysis of Real-Time Systems
Osman Hasan, Sofiène Tahar
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Ethics in Software Engineering
Pankaj Kamthan
2007· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Mobile Fractal Generation
Daniel C. Doolan, Sabin Tabirca, Laurence T. Yang
2006· book-chapter· en· IGI Global eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Interactive IR Framework
Iris Xie
2008· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Herding Cats
Donald N. Philip
2010· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
The Networked Learning Framework
Nathaniel Ostashewski, Doug Reid
2012· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Highly Productive 21st Century Workforce
Sylvia Mupepi, Mambo G. Mupepi, Aslam Modak
2021· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Cognitive Process of Comprehension
Yingxu Wang, Davrondzhon Gafurov
2012· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Data Mining with Incomplete Data
Hai Wang, Shouhong Wang
2008· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
GSS Facilitation
Pak Yoong, R. Brent Gallupe
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Queuing Networks for Designing Shared Services
Hai Wang, Yezheng Liu, Yuanchun Jiang, Shouhong Wang
2014· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Conversation Theory
Kit Hang Leung
2008· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
RTLS in Hospitals
Ygal Bendavid
2016· book-chapter· en· IGI Global eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Mathematical Knowledge Management
William M. Farmer
2008· book-chapter· en· IGI Global eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Virtual Classroom @ Work
Terrie Lynn Thompson
2008· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Data Management and Data Administration
Peter Aiken, Mark L. Gillenson, Xihui Zhang, David Rafner
2013· book-chapter· en· IGI Global eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Online Self-Disclosure
Malinda Desjarlais
2022· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Electronic-Government Vision
Mahmud Akhter Shareef, Uma Kumar, Vinod Kumar, Morteza Niktash
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Security and Trust of Online Auction Systems in E-Commerce
Pouwan Lei, Lih-Jiun Lo, C.R. Chatwin, Robert C. Young, Malcolm I. Heywood, A. Nur Zincir‐Heywood
2003· book-chapter· en· IGI Global eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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