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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 Techniques and Practices
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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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venuejournal
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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.

1,138 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.
1,138 works in the cohort · of 4,299,418page 15 of 23

Labels cover 1 of 1,138 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 1,138 of 1,138 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A Catalog of Bad Agile Smells for Agility Assessment.
Ulisses Telemaco, Toacy Oliveira, Paulo S. C. Alencar, Donald Cowan
2019· article· en· Conferencia Iberoamericana de Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Case-Based Reasoning for Nutrition Consulting
Maria Alice L. Thé, Ronda C. Bell, Katia G. Camargo, Rosina O. Weber, Alejandro Martins, Ricardo Miranda Barcia
2000· book-chapter· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Agility and the Combat System
KEN KOTT, Kenneth M. Adams, Rick Dove
2008· article· en· Naval Engineers Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Pair Modeling
Pankaj Kamthan
2008· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affvenueunlabeled
Strategic Planning in an Academic Context
W. Spencer Smith
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Ethics in Software Engineering
Pankaj Kamthan
2007· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
What really is software design?
Giovanni Viviani, Gail C. Murphy
2022· article· en· 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
fundno affunlabeled
Post-pandemic Resilience of Hybrid Software Teams
Ronnie de Souza Santos, Gianisa Adisaputri, Paul Ralph
2023· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
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