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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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Mathematical Approximation and Integration
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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.

264 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
264 works in the cohort · of 4,299,418page 1 of 6

Labels cover 1 of 264 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 264 of 264 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Recent Advances in Randomized Quasi-Monte Carlo Methods
2002· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+sts
252
citations
affunlabeled
Variance Reduction via Lattice Rules
2000· article· en· Management Science· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
168
citations
affno abstractunlabeled
Unitary designs and codes
2009· article· en· Designs Codes and Cryptography· Mathematics
distilled prediction:candidate · noneconsensus · none
107
citations
affunlabeled
Generalized Halton sequences in 2008
2009· article· en· ACM Transactions on Modeling and Computer Simulation· Mathematics
distilled prediction:candidate · noneconsensus · none
74
citations
affno abstractunlabeled
Quasi–Monte Carlo Constructions
2008· book-chapter· en· Springer series in statistics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
70
citations
affunlabeled
Simulation in java with SSJ
2005· article· en· Winter Simulation Conference· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
65
citations
affno abstractunlabeled
Sharp Jackson inequalities
2007· article· en· Journal of Approximation Theory· Mathematics
distilled prediction:candidate · noneconsensus · none
50
citations
afffundunlabeled
Algorithm 958
2016· article· en· ACM Transactions on Mathematical Software· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
44
citations
affunlabeled
Approximate zero-variance simulation
2008· article· en· Winter Simulation Conference· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Complex Spherical Designs and Codes
2013· article· en· Journal of Combinatorial Designs· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
afffundunlabeled
Geodesic distance Riesz energy on the sphere
2018· article· en· Transactions of the American Mathematical Society· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affno abstractunlabeled
History of the MGB and OAGB operations
2019· editorial· en· International Journal of Surgery· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
21
citations
afffundno abstractunlabeled
Quasi-random numbers for copula models
2016· article· en· Statistics and Computing· Mathematics
distilled prediction:candidate · noneconsensus · none
20
citations
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