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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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Stochastic processes and statistical mechanics
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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.

705 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.
705 works in the cohort · of 4,299,418page 2 of 15

Labels cover 0 of 705 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 705 of 705 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
The spatial $\Lambda$-coalescent
Vlada Limic, Anja Sturm
2006· article· en· Electronic Journal of Probability· Mathematics
machine prediction:candidate · noneconsensus · none
38
citations
fundno affunlabeled
Percolation on uniform infinite planar maps
Laurent Ménard, Pierre Nolin
2014· article· en· Electronic Journal of Probability· Mathematics
machine prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Self-Avoiding Walks on Hyperbolic Graphs
Neal Madras, C. Chris Wu
2005· article· en· Combinatorics Probability Computing· Mathematics
machine prediction:candidate · noneconsensus · none
33
citations
afffundunlabeled
Branching and annihilating Lévy flights
Daniel Vernon, Martin Howard
2001· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Mathematics
machine prediction:candidate · noneconsensus · none
32
citations
fundno affunlabeled
Random Even Graphs
Geoffrey Grimmett, Svante Janson
2009· article· en· The Electronic Journal of Combinatorics· Mathematics
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Hypercube percolation
Remco van der Hofstad, Asaf Nachmias
2017· article· en· Journal of the European Mathematical Society· Mathematics
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Collisions of random walks
Martin T. Barlow, Yuval Peres, Perla Sousi
2012· article· fr· Annales de l Institut Henri Poincaré Probabilités et Statistiques· Mathematics
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Lipschitz percolation
Nicolas Dirr, Patrick Dondl, Geoffrey Grimmett, Alexander E. Holroyd, Michael Scheutzow
2010· article· en· Electronic Communications in Probability· Mathematics
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Connectivity of inhomogeneous random graphs
Luc Devroye, Nicolás Fraiman
2013· article· en· Random Structures and Algorithms· Mathematics
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Moments of the 2D SHE at criticality
2021· article· en· Probability and Mathematical Physics· Mathematics
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
The height of increasing trees
Nicolas Broutin, Luc Devroye, Erin McLeish, Mikael de la Salle
2008· article· en· Random Structures and Algorithms· Mathematics
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Probability and Mathematical Physics
Donald A. Dawson, Vojkan JakÅ¡ić, B. Vaĭnberg
2007· book· en· CRM proceedings & lecture notes· Mathematics
machine prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Total progeny in killed branching random walk
Louigi Addario‐Berry, Nicolas Broutin
2010· article· en· Probability Theory and Related Fields· Mathematics
machine prediction:candidate · noneconsensus · none
24
citations

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