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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.

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.

996 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.
996 works in the cohort · of 4,299,418page 19 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.

aboutno affunlabeled
Workshop Summary
2019· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
0
citations
affunlabeled
On Polyglot Program Testing
2024· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
deferred correction software
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Fuzzing OpenMP Compilers
2024· dissertation· en· UWSpace (University of Waterloo)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Successful Implementation of Protocol V
2006· article· en· JMU Scholoraly Commons (James Madison University)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
19 - A Comparison of the Specification Methods
2006· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Le modèle antarctique
2012· other· fr· Library and Archives Canada (Government of Canada)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Mechanická a chemická regulace pcháče rolního
2007· dissertation· en· Digital Repository (National Repository of Grey Literature)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
afffundno abstractunlabeled
On software testing reference ontologies
2025· article· en· Journal of Systems and Software· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Subgraph Identification
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
*J
2003· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ntegrating Formal Program Verification with Testing
2012· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
APG 504 - Floating Heads
2022· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About