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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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Springer proceedings in mathematics & statistics
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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
fundfunder
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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.

233 results · 1 filter active ·
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20122025
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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.
233 works in the cohort · of 4,299,418page 4 of 5

Labels cover 0 of 233 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 233 of 233 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Exploring Tetris as a Transformation Semigroup
P Jentsch, Chrystopher L. Nehaniv
2021· preprint· en· Springer proceedings in mathematics & statistics· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Sparse Covariance and Precision Random Design Regression
Xi Fang, Steven L. Winter, Adam B Kashlak
2021· book-chapter· en· Springer proceedings in mathematics & statistics· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
An Overview of B-branes in Gauged Linear Sigma Models
Nafiz Ishtiaque
2018· book-chapter· en· Springer proceedings in mathematics & statistics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
afffundno abstractunlabeled
Non-emergency Patient Transfer Scheduling and Assignment
Travis Foster, Peter T. Vanberkel, Uday Venkatadri, J. Theresia van Essen
2020· book-chapter· en· Springer proceedings in mathematics & statistics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
An Ailing Healthcare Organization
2025· book-chapter· en· Springer proceedings in mathematics & statistics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Modelling the Effects of Stigma on Leprosy
Stephen Mosher, Christian Costris-Vas, Robert J. Smith
2020· book-chapter· en· Springer proceedings in mathematics & statistics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Outcries of Dual Scaling: The Key Is Duality
Shizuhiko Nishisato
2017· book-chapter· en· Springer proceedings in mathematics & statistics· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
On Constructing Finite Automata by Relational Programming
Attila Egri-Nagy, Chrystopher L. Nehaniv
2025· book-chapter· en· Springer proceedings in mathematics & statistics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
afffundaboutunlabeled
Operations Research and Artificial Intelligence in Healthcare Management
Paolo Landa, André Côté, Jean‐Baptiste Gartner, Géraldine Layani, Julien Husson, Jean-Baptiste Capgras +1 more
2025· book· en· Springer proceedings in mathematics & statistics· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Exact Separation of k-Projection Polytope Constraints
Elspeth Adams, Miguel F. Anjos
2017· book-chapter· en· Springer proceedings in mathematics & statistics· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
A Simple Method for Quasilinearity Analysis of DAEs
Guangning Tan, Nedialko S. Nedialkov, John D. Pryce
2015· book-chapter· en· Springer proceedings in mathematics & statistics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
A Mathematical Model for Treatment Selection Literature
G. Duncan, Waldemar W. Koczkodaj
2015· book-chapter· en· Springer proceedings in mathematics & statistics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Modelling Thermal Aspects of Decomposition
L. Calla, C. Sean Bohun
2021· book-chapter· en· Springer proceedings in mathematics & statistics· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Dynamic Management of Fossil Fuel, Biofuel, and Solar Energy
Scott Kaplan, Charles Séguin, Karl W. Steininger, David Zilberman
2014· book-chapter· en· Springer proceedings in mathematics & statistics· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
A Two-Phase Method for Robust Home Healthcare Problem: A Case Study
Mahdyeh Shiri, Fardin Ahmadizar, Houra Mahmoudzadeh, Mahdi Bashiri
2020· book-chapter· en· Springer proceedings in mathematics & statistics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Contaminant Removal in Ceramic Water Filters by Bacterial Biofilms
Harry J. Gaebler, Jack M. Hughes, Hermann J. Eberl
2021· book-chapter· en· Springer proceedings in mathematics & statistics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Comparing Regularization Techniques Applied to a Perceptron
Bryson Boreland, Herb Kunze, Kimberly M. Levere
2021· book-chapter· en· Springer proceedings in mathematics & statistics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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