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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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Electronic Journal of Linear Algebra
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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.

79 results · 1 filter active ·
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20012025
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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.
79 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 79 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 79 of 79 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.

afffundunlabeled
Generating potentially nilpotent full sign patterns
In‐Jae Kim, D.D. Olesky, Bryan L. Shader, P. van den Driessche, Hein van der Holst, Kevin N. Vander Meulen
2009· article· en· Electronic Journal of Linear Algebra· Engineering
machine prediction:candidate · noneconsensus · none
25
citations
afffundunlabeled
Inertially arbitrary nonzero patterns of order 4
Michael Cavers, Kevin N. Vander Meulen
2007· article· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
On determining minimal spectrally arbitrary patterns
Michael Cavers, In‐Jae Kim, Bryan L. Shader, Kevin N. Vander Meulen
2005· article· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Techniques for identifying inertially arbitrary patterns
Michael Cavers, Colin Garnett, I.-J. Kim, D.D. Olesky, P. van den Driessche, Kevin N. Vander Meulen
2013· article· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Computing Kemeny's constant for a barbell graph
Jane Breen, Steve Butler, Nicklas Day, Colt DeArmond, Kate Lorenzen, Haoyang Qian +1 more
2019· article· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Refined inertias of tree sign-patterns
Colin Garnett, D.D. Olesky, P. van den Driessche
2013· article· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Matrices of positive polynomials
David Handelman
2009· article· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
When can perfect state transfer occur?
Chris Godsil
2012· preprint· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
A new kind of companion matrix
Eunice Y. S. Chan, Robert M. Corless
2017· article· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Sign patterns that require or allow power-positivity
Minerva Catral, Leslie Hogben, D.D. Olesky, P. van den Driessche
2009· article· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Inertia sets allowed by matrix patterns
Adam H. Berliner, D.D. Olesky, P. van den Driessche
2018· article· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Non-sparse Companion Matrices
Louis Deaett, Jonathan Fischer, Colin Garnett, Kevin N. Vander Meulen
2019· article· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
The allow sequence of distinct eigenvalues for a sign pattern
Jane Breen, Carraugh Brouwer, Minerva Catral, Michael Cavers, P. van den Driessche, Kevin N. Vander Meulen
2024· article· en· Electronic Journal of Linear Algebra· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Matrix inversion and digraphs: the one factor case
Thomas Britz, D.D. Olesky, P. van den Driessche
2004· article· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
On low-dimensional partial isometries
Qixiao He, Ilya M. Spitkovsky, Ibrahim Suleiman
2023· article· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Spectral Properties of Sign Patterns
Michael Cavers, Jonathan Fischer, Kevin N. Vander Meulen
2020· article· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
On Orthogonal Matrices with Zero Diagonal
R. A. Bailey, R. Craigen
2019· preprint· en· Electronic Journal of Linear Algebra· Mathematics
machine prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Sparks of symmetric matrices and their graphs
Louis Deaett, Shaun Fallat, Veronika Furst, John Hutchens, Lon Mitchell, Yaqi Zhang
2023· article· en· Electronic Journal of Linear Algebra· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations

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