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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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Optimization and Variational Analysis
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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.

732 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.
732 works in the cohort · of 4,299,418page 13 of 15

Labels cover 1 of 732 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 732 of 732 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Near-optimal robust bilevel linear instances
Mathieu Besançon, Miguel F. Anjos, Luce Brotcorne
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Valuation of a Spark Spread:
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Optimal Decentralized Control
E.J. Davison, Amir G. Aghdam, Daniel E. Miller
2019· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Subdifferentiability of Convex Functions
Heinz H. Bauschke, Patrick L. Combettes
2017· book-chapter· en· CMS books in mathematics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
On calmness of the optimal value function
Diethard Klatte
2023· article· en· Applied Set-Valued Analysis and Optimization· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
G. Isac, V. A. Bulavsky, Vyacheslav V. Kalashnikov
2002· book-chapter· en· Nonconvex optimization and its applications· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
On Opial's Lemma
Aleksandr Arakcheev, Heinz H. Bauschke
2025· preprint· en· ArXiv.org· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Robust Elicitable Functionals
Kathleen E. Miao, Silvana M. Pesenti
2024· preprint· en· ArXiv.org· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Equivalent norms
Antonio José Guirao, Vicente Montesinos, Václav Zizler
2022· book-chapter· pl· Monografie matematyczne· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Parametrically prox-regular functions
2013· other· en· cIRcle (University of British Columbia)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundunlabeled
On angles between convex sets in Hilbert spaces
Heinz H. Bauschke, Hui Ouyang, Xianfu Wang
2020· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ON FUNCTIONS DETERMINED BY DENSE SETS
Nicholas P. M. Kayban, Xianfu Wang
2021· article· en· Real Analysis Exchange· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Chapter 31: Douglas-Rachford Algorithm
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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