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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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Markov Chains and Monte Carlo Methods
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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.

418 results · 1 filter active ·
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20002025
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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.
418 works in the cohort · of 4,299,418page 3 of 9

Labels cover 1 of 418 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 418 of 418 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Efficient use of exact samples
Duncan J. Murdoch, Jeffrey S. Rosenthal
2000· article· en· Statistics and Computing· Mathematics
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Holographic algorithms without matchgates
J. M. Landsberg, Jason Morton, Serguei Norine
2012· article· en· Linear Algebra and its Applications· Mathematics
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
A Note on Convergence of the Equi-Energy Sampler
Christophe Andrieu, Ajay Jasra, Arnaud Doucet, Pierre Del Moral
2008· article· en· Stochastic Analysis and Applications· Mathematics
distilled prediction:candidate · noneconsensus · none
14
citations
afffundno abstractunlabeled
Jump Markov chains and rejection-free Metropolis algorithms
Jeffrey S. Rosenthal, Aki Dote, Keivan Dabiri, Hirotaka Tamura, Sigeng Chen, Ali Sheikholeslami
2021· article· en· Computational Statistics· Mathematics
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
The Capture Time of the Hypercube
Anthony Bonato, Przemysław Gordinowicz, Bill Kinnersley, Paweł Prałat
2013· article· en· The Electronic Journal of Combinatorics· Mathematics
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Derandomization of Euclidean Random Walks
Ilia Binder, Mark Braverman
2007· book-chapter· en· Lecture notes in computer science· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
afffundunlabeled
No-compromise reptation quantum Monte Carlo
Wai Kong Yuen, Thomas Farrar, Stuart M. Rothstein
2007· article· en· Journal of Physics A Mathematical and Theoretical· Mathematics
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Conditional mean field
Peter Carbonetto, Nando de Freitas
2007· article· en· The MIT Press eBooks· Mathematics
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Covariance-Adaptive Slice Sampling
Madeleine B. Thompson, Radford M. Neal
2010· preprint· en· arXiv (Cornell University)· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
afffundno abstractunlabeled
Approximating the distributions of runs and patterns
Brad C. Johnson, James C. Fu
2014· article· en· Journal of Statistical Distributions and Applications· Mathematics
distilled prediction:candidate · noneconsensus · none
8
citations
afffundno abstractunlabeled
Equivalences of Geometric Ergodicity of Markov Chains
Marco A. Gallegos-Herrada, David Ledvinka, Jeffrey S. Rosenthal
2023· article· en· Journal of Theoretical Probability· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
7
citations
affunlabeled
Smoothed analysis of balancing networks
Tobias Friedrich, Thomas Sauerwald, Dan Vilenchik
2010· article· en· Random Structures and Algorithms· Mathematics
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
On the geometric ergodicity of hybrid samplers
Gersende Fort, Éric Moulines, Gareth O. Roberts, Jeffrey S. Rosenthal
2003· article· en· Journal of Applied Probability· Mathematics
distilled prediction:candidate · noneconsensus · none
7
citations

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