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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.

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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 23 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.

afffundunlabeled
Traceability in viewpoint merging
Mehrdad Sabetzadeh, Steve Easterbrook
2005· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Multi-Granularity Detector for Vulnerability Fixes
Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Ratnadira Widyasari, Chengran Yang, Zhipeng Zhao +6 more
2023· article· en· IEEE Transactions on Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
afffundunlabeled
Guidelines for evaluating bug‐assignment research
Ali Sajedi‐Badashian, Eleni Stroulia
2020· article· en· Journal of Software Evolution and Process· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
20
citations
affunlabeled
Reverb: Recommending code-related web pages
Nicholas Sawadsky, Gail C. Murphy, Rahul Jiresal
2013· article· en· 2013 35th International Conference on Software Engineering (ICSE)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
20
citations
affunlabeled
The Android update problem
Mehran Mahmoudi, Sarah Nadi
2018· preprint· en· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Extracting library-based Java applications
Frank Tip, Peter F. Sweeney, Chris Laffra
2003· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
20
citations
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