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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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Software Engineering 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.

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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.

3,468 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.
3,468 works in the cohort · of 4,299,418page 38 of 70

Labels cover 10 of 3,468 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 3,468 of 3,468 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Mining Temporal Properties of Data Invariants
Caroline Lemieux
2015· article· en· 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
7
citations
affunlabeled
Static analysis of PostScript code
R. Nigel Horspool, Jan Vítek
2003· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Towards Visualizing Large Scale Evolving Clones
Debajyoti Mondal, Manishankar Mondal, Chanchal K. Roy, Kevin A. Schneider, Shisong Wang, Yukun Li
2019· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Example Driven Code Review Explanation
Shadikur Rahman, Umme Ayman Koana, Maleknaz Nayebi
2022· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
PaReco: patched clones and missed patches among the divergent variants of a software family
Poedjadevie Kadjel Ramkisoen, John Businge, Brent van Bladel, Alexandre Decan, Serge Demeyer, Coen De Roover +1 more
2022· article· en· Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Backports
Debasish Chakroborti, Kevin A. Schneider, Chanchal K. Roy
2022· preprint· en· Computer Science
distilled prediction:candidate · open_science+insufficient_payloadconsensus · none
7
citations
afffundunlabeled
Static Profiling of Alloy Models
Elias Eid, Nancy A. Day
2022· article· en· IEEE Transactions on Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Design Patterns as Laws of Quality
Yann‐Gaël Guéhéneuc, Jean-Yves Guyomarc’h, Khashayar Khosravi, Hourari Sahraoui
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
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How this was built: Screen · Findings · About