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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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Parallel Computing and Optimization Techniques
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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.

2,094 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,094 works in the cohort · of 4,299,418page 10 of 42

Labels cover 1 of 2,094 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 2,094 of 2,094 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
Dynamic profiling and trace cache generation
Marc Berndl, Laurie Hendren
2003· article· en· Symposium on Code Generation and Optimization· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
RapidMRC
David Tam, Reza Azimi, Livio Soares, Michael Stumm
2009· article· en· ACM SIGPLAN Notices· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
McSAF: A Static Analysis Framework for MATLAB
Jesse Doherty, Laurie Hendren
2012· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Parallel Scanning with Bitstream Addition: An XML Case Study
Robert D. Cameron, Ehsan Amiri, Kenneth S. Herdy, Dan Lin, Thomas C. Shermer, Fred Popowich
2011· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Asynchronous MPI messaging on Myrinet
Chamath Keppitiyagama, Alan Wagner
2002· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
What is the cost of weak determinism?
Cedomir Segulja, Tarek S. Abdelrahman
2014· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
MiniOS
Rafael Román Otero, Alex Aravind
2015· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Custom code generation for soft processors
Martin Labrecque, Peter Yiannacouras, J. Gregory Steffan
2007· article· en· ACM SIGARCH Computer Architecture News· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Duet: Static Analysis for Unbounded Parallelism
Azadeh Farzan, Zachary Kincaid
2013· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
fundno affunlabeled
BulkSC
Luís Ceze, James Tuck, Pablo Montesinos, Josep Torrellas
2007· article· en· ACM SIGARCH Computer Architecture News· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
High Performance Computing Systems and Applications
N.J. Dimopoulos, Kin F. Li
2002· book· en· Kluwer international series in engineering and computer science· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
afffundunlabeled
STEP
Rhodes Brown, Karel Driesen, David Eng, Laurie Hendren, John Bagterp Jørgensen, Clark Verbrugge +1 more
2002· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
14
citations
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