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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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Safety Warnings and Signage
Retraction
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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.

254 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.
254 works in the cohort · of 4,299,418page 1 of 6

Labels cover 1 of 254 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 254 of 254 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Observed Driver Glance Behavior at Roadside Advertising Signs
Daan Beijer, Alison Smiley, Moshe Eizenman
2004· article· en· Transportation Research Record Journal of the Transportation Research Board· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
94
citations
affunlabeled
Textured agreements
Matthew Kay, Michael Terry
2010· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations
aboutno affunlabeled
Scientometric Analysis of Safety Sign Research: 1990–2019
Jingqi Gao, Xiang Wu, Xiaowei Luo, Shukai Guan
2021· review· en· International Journal of Environmental Research and Public Health· Psychology
distilled prediction:candidate · bibliometrics+research_integrity+insufficient_payloadconsensus · none
28
citations
affunlabeled
Improving Traffic Safety: A New Systems Approach
Francis Navin
2003· article· en· Transportation Research Record Journal of the Transportation Research Board· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
24
citations
venueno affunlabeled
La gestion des communications par le contexte
Jacques Leplat
2001· article· fr· Perspectives interdisciplinaires sur le travail et la santé· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
23
citations
affunlabeled
Communicating emotion with animated text
Sabrina Malik, Jonathan M. Aitken, Judith Waalen
2009· article· en· Visual Communication· Psychology
distilled prediction:candidate · noneconsensus · none
20
citations
afffundunlabeled
'Lime', 'Open Lock', and 'Blocked'
Rebecca Jeong, Sonia Chiasson
2020· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
affunlabeled
Modeling of Required Preview Sight Distance
Yasser Hassan, Said M. Easa
2000· article· en· Journal of Transportation Engineering· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
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How this was built: Screen · Findings · About