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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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Advanced Optimization Algorithms Research
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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.

604 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.
604 works in the cohort · of 4,299,418page 5 of 13

Labels cover 1 of 604 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 604 of 604 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Exact L 2-norm plane separation
2008· article· en· Optimization Letters· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Stabilized Optimization Via an NCL Algorithm
2018· book-chapter· en· Springer proceedings in mathematics & statistics· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Positivstellensätze for real function algebras
2011· article· de· Mathematische Zeitschrift· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
fundvenueno affunlabeled
Blends have decent numerical properties
2023· article· en· Maple Transactions· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Geometric Programming
2019· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Mathematics
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · sts+open_science+insufficient_payload
6
citations
affno abstractunlabeled
Blackbox Optimization
2022· book-chapter· en· Encyclopedia of Optimization· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
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How this was built: Screen · Findings · About