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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.

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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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Algebraic & Geometric Topology
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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.

54 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.
54 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 54 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 54 of 54 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
Cubulating spaces with walls
Bogdan Nica
2004· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
96
citations
afffundunlabeled
Rational topological complexity
Barry Jessup, Aniceto Murillo, Paul-Eugène Parent
2012· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Barcode embeddings for metric graphs
Steve Oudot, Elchanan Solomon
2021· article· en· Algebraic & Geometric Topology· Computer Science
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Geodesics in the mapping class group
Kasra Rafi, Yvon Verberne
2021· preprint· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Strongly shortcut spaces
Nima Hoda
2024· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
The diameter of random Belyĭsurfaces
Thomas Budzinski, Nicolas Curien, Bram Petri
2021· preprint· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
The Hurewicz theorem in homotopy type theory
J. Daniel Christensen, Luis Scoccola
2023· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Embedding calculus for surfaces
Manuel Krannich, Alexander Kupers
2024· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Spectral diameter of Liouville domains
Pierre-Alexandre Mailhot
2024· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Bounding the Kirby–Thompson invariant ofspun knots
Román Aranda, Puttipong Pongtanapaisan, Scott A. Taylor, Suixin Zhang
2024· preprint· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Bridge trisections and Seifert solids
Jason Joseph, Jeffrey Meier, Maggie Miller, Alexander Zupan
2025· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Circular-orderability of 3-manifoldgroups
Idrissa Bâ, Adam Clay
2025· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Fibered 3-manifolds and Veech groups
Christopher J. Leininger, Kasra Rafi, Nicholas Rouse, Emily Shinkle, Yvon Verberne
2025· article· en· Algebraic & Geometric Topology· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
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