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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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Society for Industrial and Applied Mathematics 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.

207 results · 1 filter active ·
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20032025
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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.
207 works in the cohort · of 4,299,418page 4 of 5

Labels cover 0 of 207 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 207 of 207 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
Appendix C: Mathematical Programming
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Chapter 6: Autoencoder Neural Networks
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Appendix A: Accompanying Scripts and Notebooks
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A Tight VC-Dimension Analysis of Clustering Coresets with Applications
Vincent Cohen-Addad, Andrew Draganov, Matteo Russo, David Saulpic, Chris Schwiegelshohn
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Experimental Design Using Interlacing Polynomials
Lap Chi Lau, Robert Wang, Hong Zhou
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 11: Graph-Based Clustering Algorithms
Guojun Gan, Chaoqun Ma
2020· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 2: Linear Evolution Models
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Derandomization of Cell Sampling
Alexander Golovne, Tom Gur, Igor Shinkar
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 13: Subgradient Calculus
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 8: Integration and Expectation
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 7: Support Functions and Polar Cones
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 25: Proximal Mappings
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
CHAPTER 2: Linear Stochastic Systems
Peter E. Caines
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Planar Graphs in Blowups of Fans
Vida Dujmović, Gwenaël Joret, Piotr Micek, Pat Morin, David R. Wood
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
REPORTS ON ACTIVITIES R4: REPORTS ON JULIA SET ACTIVITIES
Neil J. Calkin, Eunice Y. S. Chan, Robert M. Corless
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Chapter 24: Strong Convexity
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 9: <i>L<sup>p</sup></i> Spaces
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 17: A Worked-Out KKT Example
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter 11: 1811-1868, French doctorates
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Chapter 33: The Product Space Trick
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
CHAPTER SEVEN: CHAOS GAME REPRESENTATION
Neil J. Calkin, Eunice Y. S. Chan, Robert M. Corless
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 32: Peaceman-Rachford Algorithm
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 3: Identifying Nonlinear Dynamics
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 14: Composition and Maximum
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Chapter 26: Prox Decomposition
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 21: Infimal Convolution and Conjugacy
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 29: The Proximal Gradient Method
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 31: Douglas-Rachford Algorithm
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 2: Affine and Convex Sets
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 7: Linear systems of equations
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 11: Advanced linear solvers
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 5: Global and Local Minimizers
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 19: Biconjugates and Fenchel Calculus
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 22: Nonexpansive Mappings
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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