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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 ·
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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 18 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
VisCad
Muhammad Asaduzzaman, Chanchal K. Roy, Kevin A. Schneider
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
SCQL
Abram Hindle, Daniel M. Germán
2005· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
30
citations
affunlabeled
Reverb: recommending code-related web pages
Nicholas Sawadsky, Gail C. Murphy, Rahul Jiresal
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affno abstractunlabeled
Managing design-time uncertainty
Michalis Famelis, Marsha Chećhik
2017· article· en· Software & Systems Modeling· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
30
citations
affunlabeled
How Programmers can Turn Comments into Waypoints for Code Navigation
M.-A. Storey, L.-T. Cheng, Janice Singer, Michael Müller, Del Myers, Jody Ryall
2007· article· en· Proceedings/Proceedings - Conference on Software Maintenance· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
30
citations
affunlabeled
On Cross-Stack Configuration Errors
Mohammed Sayagh, Noureddine Kerzazi, Bram Adams
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Bug characterization in machine learning-based systems
Mohammad Mehdi Morovati, Amin Nikanjam, Florian Tambon, Foutse Khomh, Zhen Ming Jiang
2023· article· en· Empirical Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
On-line recognition of UML diagrams
Edward Lank, Jeb S. Thorley, S. Chen, Dorothea Blostein
2002· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
afffundunlabeled
The problems with eclipse modeling tools
Nafıseh Kahani, Mojtaba Bagherzadeh, Juergen Dingel, James R. Cordy
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Architectural Technical Debt: A Grounded Theory
Roberto Verdecchia, Philippe Kruchten, Patricia Lago
2020· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
29
citations
affunlabeled
A user‐assisted approach to component clustering
Kamran Sartipi, Kostas Kontogiannis
2003· article· en· Journal of Software Maintenance and Evolution Research and Practice· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
29
citations
affunlabeled
Judging a commit by its cover
Eddie Antonio Santos, Abram Hindle
2016· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affunlabeled
Studying the Impact of Noises in Build Breakage Data
Taher A. Ghaleb, Daniel Alencar da Costa, Ying Zou, Ahmed E. Hassan
2019· article· en· IEEE Transactions on Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
28
citations
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