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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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ACM Transactions on Software Engineering and Methodology
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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.

200 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.
200 works in the cohort · of 4,299,418page 1 of 4

Labels cover 1 of 200 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 200 of 200 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
Representing concerns in source code
2007· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
215
citations
affunlabeled
Multi-valued symbolic model-checking
2003· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
188
citations
affunlabeled
Status Quo in Requirements Engineering
2019· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
112
citations
affunlabeled
Peer Review on Open-Source Software Projects
2014· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
108
citations
affunlabeled
Topology analysis of software dependencies
2008· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
106
citations
affunlabeled
aToucan
2015· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
98
citations
affunlabeled
Systematizing pragmatic software reuse
2012· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
88
citations
affunlabeled
Clone region descriptors
2010· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
70
citations
afffundunlabeled
Degree-of-knowledge
2014· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
How Should I Improve the UI of My App?
2021· article· en· ACM Transactions on Software Engineering and Methodology· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
52
citations
affunlabeled
The value of design rationale information
2013· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
45
citations
afffundunlabeled
Visualizing Distributed System Executions
2020· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
distilled prediction:candidate · noneconsensus · none
41
citations
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How this was built: Screen · Findings · About