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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.

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.

3,468 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
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 2 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.

affunlabeled
Reducing the effort of bug report triage
2011· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
281
citations
affunlabeled
The NiCad Clone Detector
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
252
citations
affunlabeled
Live API documentation
2014· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
248
citations
affunlabeled
Personalized defect prediction
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
243
citations
affunlabeled
Do Crosscutting Concerns Cause Defects?
2008· article· en· IEEE Transactions on Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
238
citations
afffundunlabeled
Tracking Code Clones in Evolving Software
2007· article· en· Proceedings/Proceedings - International Conference on Software Engineering· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
216
citations
affunlabeled
Representing concerns in source code
2007· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
215
citations
afffundunlabeled
Summarizing software artifacts
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
197
citations
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How this was built: Screen · Findings · About