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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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Human Factors The Journal of the Human Factors and Ergonomics Society
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

173 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.
173 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 173 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 173 of 173 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Ecological Interface Design: Progress and Challenges
2002· review· en· Human Factors The Journal of the Human Factors and Ergonomics Society· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
452
citations
affunlabeled
Driving With the Wandering Mind
2013· article· en· Human Factors The Journal of the Human Factors and Ergonomics Society· Neuroscience
distilled prediction:candidate · stsconsensus · none
242
citations
affunlabeled
Mitigation of Conflicts with Automation
2011· article· en· Human Factors The Journal of the Human Factors and Ergonomics Society· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
59
citations
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How this was built: Screen · Findings · About