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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 3 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 A: Solutions to Worked Problems
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Chapter 6: Probability and Measure
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 1: Setting the Stage
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 27: Envelopes
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
REPORTS ON ACTIVITIES R1: REPORTS ON FIBONACCI ACTIVITIES
Neil J. Calkin, Eunice Y. S. Chan, Robert M. Corless
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Chapter 3: Convex and Lower Semicontinuous Functions
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: Sets and Functions
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 2: Data Types
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 7: Hierarchical Clustering Techniques
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 9: R&D Directions
Thomas Coleman, Xu Wei
2016· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter 2: Ocean and Atmosphere
2015· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
8. Problems Not Addressed in This Book
2003· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Partitioning Trillion Edge Graphs on Edge Devices
Adil Chhabra, Florian Kurpicz, Christian Schulz, Dominik Schweisgut, Daniel Seemaier
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Selectable Heaps and Optimal Lazy Search Trees
Bryce Sandlund, Lingyi Zhang
2022· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Testing convexity of functions over finite domains
Aleksandrs Belovs, Eric Blais, Abhinav Bommireddi
2019· preprint· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
2. FAIR Concepts
Jan Modersitzki
2009· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · metaresearch+open_scienceconsensus · none
0
citations
affunlabeled
6. Parametric Image Registration
2009· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 18: Evaluation of Clustering Algorithms
Guojun Gan, Chaoqun Ma, Jianhong Wu
2020· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 6: Cellular Automata and Related Models
Gerda de Vries, Thomas Hillen, Mark A. Lewis, Johannes Müller, Birgitt Schönfisch
2006· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 10: Search-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
8. More on Handling Boundary Conditions
Uri M. Ascher
2008· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 8: Inversion in Practice
Eldad Haber
2014· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 2: Preliminaries
Dominique Orban, Mario Arioli
2017· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
1. Introduction
2009· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
CHAPTER 0: Introduction
Peter E. Caines
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Chapter 6: Ecology and Evolution
2015· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · 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
machine 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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 14: Sequences of Measures
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
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