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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.

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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 ·
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 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Technologies, Methods, and Values
2017· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
47
citations
affunlabeled
Usable adaptive hypermedia systems
2004· article· en· New Review of Hypermedia and Multimedia· Computer Science
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Why it's quick to be square
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
38
citations
afffundunlabeled
Group vs Individual
2018· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
afffundunlabeled
Children as designers of web portals
2003· article· en· Proceedings of the American Society for Information Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Adapting the Locales Framework for Heuristic Evaluation of Groupware
2000· article· en· AJIS. Australasian journal of information systems/AJIS. Australian journal of information systems/Australian journal of information systems· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+research_integrityconsensus · scholarly_communication
21
citations
afffundunlabeled
Comparative Structured Observation
2025· article· en· ACM Transactions on Computer-Human Interaction· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
afffundunlabeled
Think aloud
2012· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
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How this was built: Screen · Findings · About