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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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Numerical methods for differential equations
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Abstract
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Label agreement
Label status

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.

478 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.
478 works in the cohort · of 4,299,418page 4 of 10

Labels cover 1 of 478 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 478 of 478 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Conservative parameterization schemes
Alexander Bihlo, George W. Bluman
2013· article· en· Journal of Mathematical Physics· Mathematics
machine prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
SIERE
Yu Ju Chen, Seung Heon Sheen, Uri M. Ascher, Dinesh K. Pai
2020· article· en· ACM Transactions on Graphics· Mathematics
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
[no title]
Uther Shackerley-Bennett, Alexander Pitchford, Marco G. Genoni, Alessio Serafini, Daniel Burgarth
2017· article· en· Aberystwyth Research portal (Aberystwyth University)· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · none
8
citations
afffundunlabeled
Implicit Runge-Kutta Time Integrators for Fluid-Structure Interactions
Jean‐François Cori, Stéphane Étienne, Dominique Pelletier, André Garon
2010· article· en· 48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition· Mathematics
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Numerical Solution of ODEs
Robert M. Corless, Nicolas Fillion
2013· book-chapter· en· Mathematics
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Delay Differential-Algebraic Equations (DDAEs)
Muhammad Tariq, Muhammad Suleman, Sher Khan Awan, P.V.H.S Sai Kuma, Asif Ali Shaikh
2023· article· en· Babylonian Journal of Mathematics· Mathematics
machine prediction:candidate · noneconsensus · none
5
citations
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