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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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Traffic and Road Safety
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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.

2,817 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.
2,817 works in the cohort · of 4,299,418page 50 of 57

Labels cover 3 of 2,817 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 2,817 of 2,817 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.

affno abstractunlabeled
Transport-Related Stress
Reginald G. Smart
2007· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Partnerships in Quebec: for better municipal road safety
C Berthod, C Leclerc
2013· article· en· 2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Pedestrian safety in Calgary
Manoj Shah
2010· article· en· PRISM (University of Calgary)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Scooters – the New Danger on the Roads!
Cheri Nijssen‐Jordan, T Senger
2003· article· en· Paediatrics & Child Health· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pedestrian Fatality Data Quality: Problems and Definitions
Robert B. Noland, Nicholas J. Klein, James Sinclair, Charles Brown
2016· article· en· Transportation Research Board 95th Annual MeetingTransportation Research Board· Engineering
machine prediction:candidate · metaresearchconsensus · metaresearch
0
citations
aboutno affunlabeled
Arterial Road Speed Reduction Program - Springfield Road, Kelowna, BC
Diane M. Dean, Ms. Shashika Tripathi
2015· article· en· TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Global news highlights
I B Pless
2014· article· en· Injury Prevention· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Road Safety Benefits of British Columbia's High Risk Corridor Program
Paul de Leur
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
RISK EXPOSURE AND CRASH INVOLVEMENT RATES OF OCCASIONAL DRIVERS
Hélène Fontaine
2001· article· en· Selected Proceedings of the 9th World Conference on Transport ResearchWorld Conference on Transport Research Society· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
A concern about younger drivers in Perth
Zuhair Ebrahim, Hamid Nikraz
2015· article· en· International Journal of Sustainable Development and Planning· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Identifying High Collision Locations Without Traffic Volume Data
Rajib Sahaji, Peter Y. Park, George Eguakun, Angela Gardiner
2012· article· en· Transportation Research Board 91st Annual MeetingTransportation Research Board· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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