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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 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
fundfunder
venuejournal
aboutaboutness

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 9 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.

affunlabeled
Learning Scrum
Simon Bourdeau, Alejandro Romero-Torres, Marie–Claude Petit
2020· book-chapter· en· Advances in systems analysis, software engineering, and high performance computing book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affvenueunlabeled
AN ON-LINE TEAM-EFFECTIVENESS LEARNING SYSTEM
Patricia Sheridan, Phat-Dat To, Greg J. Evans, Douglas W. Reeve
2015· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affvenueunlabeled
Software Evaluation Criteria and Terminology
Diane Belyk, David Feist
2002· article· en· The International Review of Research in Open and Distributed Learning· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
fundno affunlabeled
Using TVD Simulation to Improve Collaboration
Muktari Musa, Christine Pasquire, Alan Hurst
2019· article· en· Annual Conference of the International Group for Lean Construction· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
A Systematic Mapping on Agile UCD Across the Major Agile and HCI Conferences
Tiago Silva da Silva, Fábio Fagundes Silveira, Milene Selbach Silveira, Theodore D. Hellmann, Frank Maurer
2015· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
8
citations
affaboutunlabeled
Software Engineering Body of Knowledge Project
James W. Moore, Pierre Bourque, Robert Dupuis, Alain Abran, Leonard L. Tripp
2002· other· en· Encyclopedia of Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affno abstractunlabeled
Fundamental Approaches to Software Engineering
Marieke Huisman, Julia Rubin
2017· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
7
citations
affunlabeled
Software team processes: a taxonomy
Pierre N. Robillard, Mathieu Lavallée
2012· article· en· International Conference on Software and System Process· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Researcher-practitioner interaction
Elizabeth Buie, Susan Dray, Keith Instone, Jhilmil Jain, Gitte Lindgaard, Arnold M. Lund
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Engineering Wireless Mobile Applications
Qusay H. Mahmoud, Zakaria Maamar
2006· article· en· International Journal of Information Technology and Web Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Strategically balanced process adoption
Hesam Chiniforooshan Esfahani, Eric Yu, María Carmela Annosi
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations

How this was built: Screen · Findings · About