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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.

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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Undergraduate texts 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.

23 results · 1 filter active ·
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20012024
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
23 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 23 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 23 of 23 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.

affno abstractunlabeled
Explorations in Monte Carlo Methods
Ronald W. Shonkwiler, Franklin Mendivil
2009· book· en· Undergraduate texts in mathematics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
84
citations
affno abstractunlabeled
Discrete Dynamical Systems
Kenneth R. Davidson, Allan P. Donsig
2009· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Introduction to Monte Carlo Methods
Ronald W. Shonkwiler, Franklin Mendivil
2024· book-chapter· en· Undergraduate texts in mathematics· Decision Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
The Fundamental Theorem of Arithmetic
Daniel Rosenthal, David Rosenthal, Peter Rosenthal
2014· book-chapter· en· Undergraduate texts in mathematics· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
The Fundamental Theorem of Arithmetic
Kenneth Ireland, Al Cuoco
2023· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
A Readable Introduction to Real Mathematics
Daniel I. Rosenthal, David I. Rosenthal, Peter Rosenthal
2014· book· en· Undergraduate texts in mathematics· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Polygons and Modular Arithmetic
Kenneth Ireland, Al Cuoco
2023· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Sizes of Infinite Sets
Daniel I. Rosenthal, David I. Rosenthal, Peter Rosenthal
2018· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Random Walks
Ronald W. Shonkwiler, Franklin Mendivil
2024· book-chapter· en· Undergraduate texts in mathematics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Some Probability Distributions and Their Uses
Ronald W. Shonkwiler, Franklin Mendivil
2024· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fourier Series and Gauss Sums
Kenneth Ireland, Al Cuoco
2023· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Dialing In Problems
Kenneth Ireland, Al Cuoco
2023· book-chapter· en· Undergraduate texts in mathematics· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Optimization by Monte Carlo Methods
Ronald W. Shonkwiler, Franklin Mendivil
2024· book-chapter· en· Undergraduate texts in mathematics· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Fundamental Theorem of Algebra
Kenneth Ireland, Al Cuoco
2023· book-chapter· en· Undergraduate texts in mathematics· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Markov Chain Monte Carlo
Ronald W. Shonkwiler, Franklin Mendivil
2024· book-chapter· en· Undergraduate texts in mathematics· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Optimization by Monte Carlo Methods
Ronald W. Shonkwiler, Franklin Mendivil
2009· book-chapter· en· Undergraduate texts in mathematics· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
More on Markov Chain Monte Carlo
Ronald W. Shonkwiler, Franklin Mendivil
2024· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Limits of Functions
Kenneth R. Davidson, Allan P. Donsig
2009· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Axiomatic Systems and Finite Geometries
Judith N. Cederberg
2001· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fermat’s Theorem and Wilson’s Theorem
Daniel Rosenthal, David Rosenthal, Peter Rosenthal
2014· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review
Kenneth R. Davidson, Allan P. Donsig
2009· book-chapter· en· Undergraduate texts in mathematics· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

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