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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.

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 ·
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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 25 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.

affno abstractunlabeled
Tag recommendation for open source software
Tao Wang, Huaimin Wang, Gang Yin, Charles X. Ling, Xiao Li, Peng Zou
2013· article· en· Frontiers of Computer Science· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
19
citations
affunlabeled
Metrics suite for class complexity
John Michura, Miriam A. M. Capretz
2005· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
UML diagram synthesis techniques
Damiano Torre, Yvan Labiche, Marcela Genero, María Teresa Baldassarre, Maged Elaasar
2018· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Debugging Static Analysis
Lisa Nguyen Quang, Stefan Krüger, Patrick L. Hill, Karim Ali, Eric Bodden
2018· article· en· IEEE Transactions on Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affunlabeled
Digging the Development Dust for Refactorings
Curtis Schofield, Brendan Tansey, Zhenchang Xing, Eleni Stroulia
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Analyzing Program Dependencies in Java EE Applications
Anas Shatnawi, Hafedh Mili, Ghizlane El Boussaidi, Anis Boubaker, Yann‐Gaël Guéhéneuc, Naouel Moha +2 more
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
18
citations

How this was built: Screen · Findings · About