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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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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.

affaffiliation
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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 1 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.

affunlabeled
Linear Stochastic Systems
Peter E. Caines
2018· book· it· Society for Industrial and Applied Mathematics eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
169
citations
affunlabeled
A First Course in Numerical Methods
Uri M. Ascher, Chen Greif
2011· book· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
119
citations
affno abstractunlabeled
A Course in Mathematical Biology
Gerda de Vries, Thomas Hillen, Mark C. Lewis, Johannes Müller, Birgitt Schönfisch
2006· book· en· Society for Industrial and Applied Mathematics eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
116
citations
affunlabeled
Space-Optimal Majority in Population Protocols
Dan Alistarh, James Aspnes, Rati Gelashvili
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
76
citations
affunlabeled
Chapter 28: Subgradient Methods
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
affunlabeled
Multi-Pivot Quicksort: Theory and Experiments
Shrinu Kushagra, Alejandro López-Ortíz, Aurick Qiao, J. Ian Munro
2013· article· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
afffundunlabeled
PFP Compressed Suffix Trees
Christina Boucher, Ondřej Cvacho, Travis Gagie, Jan Holub, Giovanni Manzini, Gonzalo Navarro +1 more
2021· article· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Clique Cover on Sparse Networks
Mathieu Blanchette, Ethan Kim, Adrian Vetta
2012· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
15
citations
afffundunlabeled
Harmonic Alignment
Jay S. Stanley, Scott Gigante, Guy Wolf, Smita Krishnaswamy
2020· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affunlabeled
Approximation Schemes for Clustering with Outliers
Zachary Friggstad, Kamyar Khodamoradi, Mohsen Rezapour, Mohammad R. Salavatipour
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affunlabeled
On the Spanning and Routing Ratio of Theta-Four
Prosenjit Bose, Jean-Lou De Carufel, Darryl Hill, Michiel Smid
2019· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Beyond Submodular Maximization via One-Sided Smoothness
Mehrdad Ghadiri, Richard Santiago, F. Bruce Shepherd
2021· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
A Polynomial Excluded-Minor Approximation of Treedepth
Ken‐ichi Kawarabayashi, Benjamin Rossman
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
User-guided Cross-domain Sentiment Classification
Arun Reddy Nelakurthi, Hanghang Tong, Ross Maciejewski, Nadya Bliss, Jingrui He
2017· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
A Data-Aware FM-index
Hongwei Huo, Longgang Chen, Heng Zhao, Jeffrey Scott Vitter, Yakov Nekrich, Qiang Yu
2014· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
XOR Codes and Sparse Learning Parity with Noise
Andrej Bogdanov, Manuel Sabin, Prashant Nalini Vasudevan
2019· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Private Mean Estimation with Person-Level Differential Privacy
Sushant Agarwal, Gautam Kamath, Mahbod Majid, Argyris Mouzakis, Rose Silver, Jonathan Ullman
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
5
citations
aboutno affunlabeled
Engineering Data Reduction for Nested Dissection
Wolfgang Ost, Christian Schulz, Darren Strash
2021· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
aboutno affunlabeled
Multi-criteria Graph Partitioning with Scotch
Rémi Barat, Cédric Chevalier, François Pellegrini
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Triply efficient shadow tomography
Robbie King, David Gosset, Robin Kothari, Ryan Babbush
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Quicksort Is Optimal For Many Equal Keys
Sebastian Wild
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
4
citations
affunlabeled
Numerical Partial Differential Equations
James H. Adler, Hans De Sterck, Scott MacLachlan, Luke N. Olson
2025· book· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
4
citations
afffundunlabeled
Dispersion for Intervals: A Geometric Approach
Thérèse Biedl, Anna Lubiw, Anurag Murty Naredla, Peter Dominik Ralbovsky, Graeme Stroud
2021· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
fundno affunlabeled
Individual Sensitivity Preprocessing for Data Privacy
Rachel Cummings, David Durfee
2019· preprint· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrityconsensus · open_science
3
citations
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
Almost Tight Bounds for Differentially Private Densest Subgraph
Michael Dinitz, Satyen Kale, Silvio Lattanzi, Sergei Vassilvitskii
2025· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Computational Discovery on Jupyter
Neil J. Calkin, Eunice Y. S. Chan, Robert M. Corless
2023· book· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations

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