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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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Bayesian Methods and Mixture Models
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,238 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.
1,238 works in the cohort · of 4,299,418page 23 of 25

Labels cover 4 of 1,238 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 1,238 of 1,238 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Robust Model-Based Clustering
Juan D. Gonzalez, Ricardo A. Maronna, Vı́ctor J. Yohai, Ruben H. Zamar
2021· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Bayesian Adaptive Sparse Copula
Martin Burda, Artem Prokhorov
2024· preprint· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
fundno affunlabeled
Nearest Neighbour Score Estimators for Diffusion Generative Models
Matthew Niedoba, D. Green, Saeid Naderiparizi, Vasileios Lioutas, Jonathan Wilder Lavington, Xiaoxuan Liang +6 more
2024· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Composite Sorting
Job Boerma, Aleh Tsyvinski, Ruodu Wang, Zhenyuan Zhang
2023· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Unequal Probability Sampling
Steven K. Thompson
2012· other· en· Wiley series in probability and statistics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affunlabeled
Un graphe génératif pour la classification semi-supervisée
Pierre Gaillard, Michaël Aupetit, Gérard Govaert
2010· article· fr· Ingénierie des systèmes d information· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Statistics Canada.
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Finite Mixture Model
2014· book-chapter· en· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Appendix A: Probability Tables
Gordon A. Fenton, D. V. Griffiths
2008· other· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Canadian Microdata 1
2004· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Ottawa Bayesian inference workshop
Alexander Etz
2017· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
On Consistency of Bayes Procedures
Albert Y. Lo, В. В. Сазонов
2003· article· en· Theory of Probability and Its Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
A Convergence Diagnostic for Bayesian Clustering
Masoud Asgharian, Martin Lysy, Vahid Partovi Nia
2017· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)84946-0
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Geometry Distributions
Biao Zhang, Jing Ren, Peter Wonka
2025· preprint· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Hymenoptera
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About