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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 29 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
Frequently Asked Questions in Bug Reports
Silvia Breu, Rahul Premraj, Jonathan Sillito, Thomas Zimmermann
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Metamodeling semantics of multiple inheritance
Roland Ducournau, Jean Privat
2010· article· en· Science of Computer Programming· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Compiling Clones: What Happens?
Oleksii Kononenko, Cheng Zhang, Michael W. Godfrey
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
An empirical evaluation of system and regression testing
Mechelle Gittens, Hanan Lutfiyya, Michael Bauer, David Godwin, Yong‐Woo Kim, Pramod Gupta
2002· article· en· Conference of the Centre for Advanced Studies on Collaborative Research· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
15
citations
affunlabeled
All code coverage is not created equal
Mechelle Gittens, Keri Romanufa, David Godwin, Jason Racicot
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
A Fast Algorithm to Locate Concepts in Execution Traces
Soumaya Medini, Philippe Galinier, Massimiliano Di Penta, Yann‐Gaël Guéhéneuc, Giuliano Antoniol
2011· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
afffundunlabeled
Examining User-Developer Feedback Loops in the iOS App Store
Kendall Bailey, Meiyappan Nagappan, Danny Dig
2019· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
14
citations
afffundunlabeled
Deep API learning revisited
James G. Martin, Jin Guo
2022· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
How heated is it?
Isabella Ferreira, Bram Adams, Jinghui Cheng
2022· preprint· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affunlabeled
Jigsaw
Rylan Cottrell, Robert J. Walker, Jörg Denzinger
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
afffundunlabeled
DSketch
Brad Cossette, Robert J. Walker
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
SCQL
Abram Hindle, Daniel M. Germán
2005· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
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