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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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Usability and User Interface Design
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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.

434 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.
434 works in the cohort · of 4,299,418page 3 of 9

Labels cover 1 of 434 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 434 of 434 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
The SPACE of developer productivity
Nicole Forsgren, Margaret‐Anne Storey, Chandra Maddila, Thomas Zimmermann, Brian Houck, Jenna Butler
2021· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Extremely Rapid Usability Testing
Mark Pawson, Saul Greenberg
2008· article· en· Open MIND· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Groupware walkthrough
David Pinelle, Carl Gutwin
2002· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Korero
Soon Hau Chua, Toni-Jan Keith Palma Monserrat, Dongwook Yoon, Juho Kim, Shengdong Zhao
2017· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Empowering software engineers in human-centered design
A. Seffah, A. Andreevskaia
2003· article· en· 25th International Conference on Software Engineering, 2003. Proceedings.· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Groupspace
Jeff Dyck, Carl Gutwin
2002· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Mixed-Fidelity Prototyping of User Interfaces
Jennifer N. Petrie, Kevin A. Schneider
2007· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
It's about time
Cheryl Savery, T.C. Nicholas Graham
2011· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
12
citations
venueno affunlabeled
Cultural Visual Interface Design
Irina Kondratova, Ilia Goldfarb
2005· article· en· NPARC· Computer Science
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Remote Usability Evaluation of Web Interfaces
Naouel Moha, Ashraf Gaffar, Gabriel Michel
2007· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Anchored Customization
Antoine Ponsard, Joanna McGrenere
2016· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Creating a Culture of Usability
Krista Godfrey
2015· article· en· Weave Journal of Library User Experience· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations
affaboutunlabeled
Proceedings of Graphics Interface 2009
Amy A. Gooch, Melanie Tory
2009· article· en· Graphics Interface· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
9
citations
afffundunlabeled
Joint Action Storyboards
Leila Homaeian, James R. Wallace, Stacey D. Scott
2021· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations
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