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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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CMS/CAIMS books in mathematics
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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.

117 results · 1 filter active ·
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20212025
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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.
117 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 117 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 117 of 117 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Building Software
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Simple Continued Fractions
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Simple Continued Fraction of $$\sqrt{D}$$
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Kokkos III
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Debugging and Profiling Compute Kernels
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
MPI Basics
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Version Control and Repositories
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
CUDA/GPU Programming II
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Sociable Numbers
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Von Neumann Algebras
Kenneth R. Davidson
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Accelerators and Cluster Architectures
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Integer Powers
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Public-Key Cryptography
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Applications
Christian Ballot, Hugh C. Williams
2023· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Kokkos I
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The Trilinos Ecosystem
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Advanced C++
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Profiling Serial and Shared-Memory Code
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Collective Communication
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Linear Algebra and FFTW
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Advanced MPI
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Point-to-Point Communication
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Noncommutative Banach algebras
Kenneth R. Davidson
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
0
citations
affno abstractunlabeled
Commutative Banach Algebras
Kenneth R. Davidson
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Nest Algebras
Kenneth R. Davidson
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Distributions
Arian Novruzi
2023· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Lucas and Lehmer Sequences
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The Binomial Coefficients
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· ca· CMS/CAIMS books in mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Some Properties of Lucasnomials
Christian Ballot, Hugh C. Williams
2023· book-chapter· en· CMS/CAIMS books in mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Linux Command Line
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The Pell Equation
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Kokkos II
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
First-order PDEs: classical and weak solutions
Arian Novruzi
2023· book-chapter· en· CMS/CAIMS books in mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Basic Theory of the Lucas Sequences
Christian Ballot, Hugh C. Williams
2023· book-chapter· en· CMS/CAIMS books in mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Divisibility Sequences and Further Generalizations
Christian Ballot, Hugh C. Williams
2023· book-chapter· en· CMS/CAIMS books in mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Prime Density of Companion Lucas Sequences
Christian Ballot, Hugh C. Williams
2023· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The Standard Template Library
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
CUDA/GPU Programming III
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Primality
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Division, Factors, Primes, Congruences, GCD, etc.
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Compact Operators
Kenneth R. Davidson
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Formulas for Primes
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Debugging with GDB
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Sieve Devices
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Representations of Integers
Eric L. F. Roettger, Hugh C. Williams
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
VTK
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Isometries and Toeplitz Operators
Kenneth R. Davidson
2025· book-chapter· en· CMS/CAIMS books in mathematics· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Modern C++ and Guidelines
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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