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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 57 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
Embracing Organizational Trauma
Mike Szymanski, Erik Schindler
2017· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Situated Service-Oriented Modeling
Raafat George Saadé, Rustam Vahidov
2013· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Emotionally Intelligent IT Organization
Eugene Kaluzniacky
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bryofolios
Joanne Nakonechny, Shona Ellis
2012· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Process Outsourcing to Emerging Markets
Jurgis Samulevičius, Valdas Samonis
2008· 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
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
DeepKøver
Mehdi Najjar, François Courtemanche, Habib Hamam, Alexandre Dion, Jérémy Bauchet, André Mayers
2013· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ICT Ecologies of Learning:
Jenny Arntzen, Don Krug
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Building Bridges to Wellbeing
Mark Glenn Bunten
2025· book-chapter· en· IGI Global eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Inclusion in an Electronic Classroom
Robert Luke, Laurie Harrison
2003· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
On Explanation-Oriented Data Mining
Yiyu Yao
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Going Virtual
Evangelia Baralou, Jill Shepherd
2009· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Dynamic View Selection for OLAP
Lawrence Michael, Rau-Chaplin Andrew
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web Services Management
Farhana Zulkernine, Pat Martin
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Malware
Steven Furnell, Jeremy Ward
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A New Business Dimension
Zixiang Tan
2011· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Adaptive Mobile Applications
A.L. Brandão
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About