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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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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
venuejournal
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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 1 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.

affunlabeled
Particle Markov Chain Monte Carlo Methods
2010· article· en· Journal of the Royal Statistical Society Series B (Statistical Methodology)· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
2,055
citations
fundno affunlabeled
Examples of Adaptive MCMC
2009· article· en· Journal of Computational and Graphical Statistics· Mathematics
distilled prediction:candidate · noneconsensus · none
1,078
citations
afffundunlabeled
MCMC Using Hamiltonian Dynamics
2011· preprint· en· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
542
citations
affunlabeled
Lectures on Monte Carlo Methods
2001· book· en· American Mathematical Society eBooks· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
171
citations
affno abstractunlabeled
Split Hamiltonian Monte Carlo
2013· article· en· Statistics and Computing· Mathematics
distilled prediction:candidate · noneconsensus · none
69
citations
affunlabeled
Rayleigh Matroids
2006· article· en· Combinatorics Probability Computing· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
affunlabeled
Markov chain Monte Carlo
2005· book-chapter· en· Cambridge University Press eBooks· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
afffundno abstractunlabeled
Faster Mixing and Small Bottlenecks
2006· article· en· Probability Theory and Related Fields· Mathematics
distilled prediction:candidate · noneconsensus · none
35
citations
afffundunlabeled
Variance bounding Markov chains
2008· article· en· The Annals of Applied Probability· Mathematics
distilled prediction:candidate · noneconsensus · none
34
citations
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