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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 Testing and Debugging 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.

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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.

996 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.
996 works in the cohort · of 4,299,418page 7 of 20

Labels cover 2 of 996 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 996 of 996 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
BloomUnit
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
On Sufficiency of Mutants
2007· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Fast dynamic casting
2005· article· en· Software Practice and Experience· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Testing k-Safe Petri Nets
2009· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affunlabeled
Dynamic determinacy analysis
2013· article· en· ACM SIGPLAN Notices· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
Nessie
2022· article· en· Proceedings of the 44th International Conference on Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Bordeaux: A Tool for Thinking Outside the Box
2017· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
12
citations
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How this was built: Screen · Findings · About