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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 2 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.

afffundunlabeled
Technologies, Methods, and Values
James R. Wallace, Saba Oji, Craig Anslow
2017· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Usable adaptive hypermedia systems
Theophanis Tsandilas, m.c. schraefel
2004· article· en· New Review of Hypermedia and Multimedia· Computer Science
machine prediction:candidate · noneconsensus · none
47
citations
affunlabeled
On the reliability of usability testing
Martin Kessner, Jo Wood, Richard F. Dillon, Robert West
2001· article· en· Computer Science
machine prediction:candidate · metaresearchconsensus · metaresearch
39
citations
affunlabeled
Why it's quick to be square
David Ahlström, Andy Cockburn, Carl Gutwin, Pourang Irani
2010· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
38
citations
afffundunlabeled
Group vs Individual
Leila Homaeian, Nippun Goyal, James R. Wallace, Stacey D. Scott
2018· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Co-authoring with structured annotations
Qixing Zheng, Kellogg S. Booth, Joanna McGrenere
2006· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Children as designers of web portals
Andrew Large, Jamshid Beheshti, Valerie Nesset, Leanne Bowler
2003· article· en· Proceedings of the American Society for Information Science and Technology· Computer Science
machine prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Adapting the Locales Framework for Heuristic Evaluation of Groupware
Saul Greenberg, Geraldine Fitzpatrick, Carl Gutwin, Simon M. Kaplan
2000· article· en· AJIS. Australasian journal of information systems/AJIS. Australian journal of information systems/Australian journal of information systems· Computer Science
machine prediction:candidate · noneconsensus · none
21
citations
afffundunlabeled
Comparative Structured Observation
Wendy E. Mackay, Joanna McGrenere
2025· article· en· ACM Transactions on Computer-Human Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
19
citations
afffundunlabeled
Think aloud
Amy M. Gill, Blair Nonnecke
2012· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Consistency between Task Models and Use Cases
Daniel Sinnig, Patrice Chalin, Ferhat Khendek
2008· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
17
citations
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