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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 2 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Data-Driven Methods for Dynamic Systems
Jason J. Bramburger
2024· book· en· Society for Industrial and Applied Mathematics eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Chapter 5: Sensitivity Calculation
Eldad Haber
2014· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Chemical Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
A Local Search Framework for Experimental Design
Lap Chi Lau, Hong Zhou
2021· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
fundno affunlabeled
Testing Bounded Arboricity
Talya Eden, Reut Levi, Dana Ron
2018· preprint· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Quasi-Monte Carlo Beyond Hardy-Krause
Nikhil Bansal, Haotian Jiang
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affunlabeled
Tree Independence Number IV. Even-hole-free graphs
Maria Chudnovsky, Peter Gartland, Sepehr Hajebi, Daniel Lokshtanov, Sophie Spirkl
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affunlabeled
Private Query Release via the Johnson-Lindenstrauss Transform
Aleksandar Nikolov
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrityconsensus · open_science
1
citations
affunlabeled
A Fast Minimum Degree Algorithm and Matching Lower Bound
Robert Cummings, Matthew Fahrbach, Animesh Fatehpuria
2021· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Chapter 13: Sequences of Random Variables
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Instance-Optimality in the Noisy Value-and Comparison-Model
Vincent Cohen-Addad, Frederik Mallmann-Trenn, Claire Mathieu
2019· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Chapter 2: Discrete-Time Models
Gerda de Vries, Thomas Hillen, Mark Lewis, Johannes Müller, Birgitt Schönfisch
2006· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Generalized Gains for Hybrid Vertex Separator Algorithms
Scott P. Kolodziej, Timothy A. Davis
2020· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Multidimensional Included and Excluded Sums
Helen Xu, Sean Fraser, Charles E. Leiserson
2021· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Chapter 14: Sequences of Measures
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Chapter 25: Proximal Mappings
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · 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
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
EPILOGUE: ZANSHIN
Neil J. Calkin, Eunice Y. S. Chan, Robert M. Corless
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
Chapter 8: Integration and Expectation
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 1: Dynamical Systems: Old and New
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrowconsensus · 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
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
CHAPTER 1: Stochastic Processes
Peter E. Caines
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · 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
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter 6: Ecology and Evolution
2015· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
Chapter 8: Projection and Separation
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Chapter 6: Even More on Convex Functions
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Chapter 2: Linear Evolution Models
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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