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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
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.

434 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
434 works in the cohort · of 4,299,418page 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Human–Computer Interaction
2009· other· en· Wiley Encyclopedia of Computer Science and Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
804
citations
affunlabeled
The state of user-centered design practice
2005· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
473
citations
affunlabeled
The notification collage
2001· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
300
citations
affunlabeled
Interface design for mobile commerce
2003· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
235
citations
affunlabeled
Groupware walkthrough
2002· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
151
citations
affunlabeled
User interface façades
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
143
citations
affaboutunlabeled
Proceedings of Graphics Interface 2010
2010· article· en· Graphics Interface· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
143
citations
affunlabeled
A review of groupware evaluations
2002· review· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
113
citations
affunlabeled
Panelrama
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
111
citations
affunlabeled
Post-deployment usability
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
79
citations
affaboutunlabeled
Learning the ropes
2003· article· en· interactions· Computer Science
distilled prediction:candidate · noneconsensus · none
66
citations
affunlabeled
Usability through Software Design
2013· article· en· IEEE Transactions on Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
64
citations
afffundunlabeled
Software and Culture
2002· article· en· Journal of Global Information Management· Computer Science
distilled prediction:candidate · noneconsensus · none
53
citations
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