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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 39 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
Contract Negotiation in E-Marketplaces
Larbi Esmahi, Elarbi Badidi
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Sociocognitive Inquiry
Brian R. Gaines, Mildred L. G. Shaw
2013· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Language, Logic, and the Brain
R. E. Jennings
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Model Validation
Ben Kei Daniel
2009· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Automatic Tagging of Audio
Thierry Bertin-Mahieux, Douglas Eck, Michael Mandel
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Virtual Team Leadership
Laura Hambley, Tom O’Neill, Theresa J. B. Kline
2008· book-chapter· en· IGI Global eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Wiki for Agility
Pankaj Kamthan
2017· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Flow-based Adaptive Information Integration
Dickson K.W. Chiu, Thomas Trojer, Hua Hu, Haiyang Hu, Yi Zhuang, Patrick C. K. Hung
2010· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Expanding Toolkits for Heritage Perpetuation
Karl A. Hoerig, John R. Welch, T. J. Ferguson, Gabriella Soto
2016· book-chapter· en· IGI Global eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Paying Off
Sharon Lauricella, Beverly Gary, Jillian Bourne, Kaitlin Gruehl, Devon Banfield, Rachael Rosenberg
2025· book-chapter· en· IGI Global eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Artificial Neural Networks in EEG Analysis
Markad V. Kamath, A.R.M. Upton, Jie Wu, H. S. BAJAJ, Skip Poehlman, Robert Spaziani
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Modeling Defects in E-Projects
John Ferguson, James L. Miller
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Towards Cognitive Machines
Witold Kinsner
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Comparative Analysis of Two Developing Countries
Faith‐Michael E. Uzoka, Alice P. Shemi, K.V. Mgaya, Okure Obot
2017· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Indigenous Knowledges and Worldview
Judy M. Iseke-Barnes, Deborah Danard
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
One Size Does Not Fit All
Gerald Grant
2002· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Global Quality Management Practice for E-Commerce
Mahmud Akhter Shareef, Yogesh K. Dwivedi, Michael D. Williams, Nitish Singh
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Five Factors for Planning
Katy Campbell
2004· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Context-Aware Systems
Yu‐Ling Chang, Paulo Alencar, Eduardo S. Barrenechea, Rolando Blanco, Donald Cowan
2012· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
With Great Risk Comes Great Reward
Amanda N. Schweinbenz, Tomika Ferguson
2025· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Open Culture for Education and Research Environment
Ernesto Damiani, Paul G. Mezey, P. Pumilia, Anna Maria Tammaro
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affunlabeled
E-Com Supply Chain and SMEs
Ron Craig
2007· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
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