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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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Topological and Geometric Data Analysis
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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.

390 results · 1 filter active ·
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20002025
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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.
390 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 390 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 390 of 390 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
Analytic continuation of Chern-Simons theory
JÃ ̧rgen Andersen, Hans Bodén, Atle Hahn, Benjamin Himpel
2011· book-chapter· en· AMS/IP studies in advanced mathematics· Computer Science
machine prediction:candidate · noneconsensus · none
423
citations
affno abstractunlabeled
Computational Homology
Tomasz Kaczyński, Konstantin Mischaikow, Marian Mrożek
2004· book· en· Applied mathematical sciences· Computer Science
machine prediction:candidate · noneconsensus · none
369
citations
afffundno abstractunlabeled
Hamilton-Jacobi Skeletons
Kaleem Siddiqi, Sylvain Bouix, Allen Tannenbaum, Steven W. Zucker
2002· article· en· International Journal of Computer Vision· Computer Science
machine prediction:candidate · noneconsensus · none
286
citations
affunlabeled
The Manifold Tangent Classifier
Salah Rifai, Yann Dauphin, Pascal Vincent, Yoshua Bengio, Xavier Muller
2011· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
157
citations
affno abstractunlabeled
Persistence Diagrams of Cortical Surface Data
Moo K. Chung, Peter Bubenik, Peter T. Kim
2009· article· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
125
citations
affno abstractunlabeled
Chain-condition methods in topology
Stevo Todorčević
2000· article· en· Topology and its Applications· Computer Science
machine prediction:candidate · noneconsensus · none
51
citations
afffundunlabeled
Categorical Foundations of Gradient-Based Learning
G. S. H. Cruttwell, Bruno Gavranović, Neil Ghani, P. Wilson, Fabio Zanasi
2022· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
50
citations
afffundunlabeled
Think globally, compute locally
2013· article· en· Journal of High Energy Physics· Computer Science
machine prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Topological Persistence in Geometry and Analysis
Leonid Polterovich, Daniel Rosen, Karina Samvelyan, Jun Zhang
2020· book· en· University lecture series· Computer Science
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Colorful subgraphs in Kneser-like graphs
Gábor Simonyi, Gábor Tardos
2007· article· en· European Journal of Combinatorics· Computer Science
machine prediction:candidate · noneconsensus · none
39
citations
affunlabeled
COBOUNDARY EXPANDERS
Dominic Dotterrer, Matthew Kahle
2012· article· en· Journal of Topology and Analysis· Computer Science
machine prediction:candidate · noneconsensus · none
31
citations
fundno affunlabeled
Persistent homology in cosmic shear
Sven Heydenreich, Benjamin Brück, Pierre Burger, Joachim Harnois-Déraps, Sandra Unruh, T. Castro +2 more
2022· article· en· Astronomy and Astrophysics· Computer Science
machine prediction:candidate · noneconsensus · none
30
citations

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