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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.

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.

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.

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

affaboutno abstractunlabeled
Trends in alcohol-impaired driving in Canada
Ward Vanlaar, Robyn Robertson, Kyla Marcoux, Daniel R. Mayhew, Steve Brown, Paul Boase
2012· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · noneconsensus · none
38
citations
afffundvenueunlabeled
Psychiatric Risk Factors for Motor Vehicle Fatalities in Young Men
Alexandre Dumais, Alain Lesage, Richard Boyer, Aleksandra Lalovic, Nadia Chawky, Carole Ménard-Buteau +2 more
2005· article· en· The Canadian Journal of Psychiatry· Engineering
distilled prediction:candidate · noneconsensus · none
38
citations
affvenueunlabeled
The Pattern of Road Traffic Crashes in South East Iran
Mahdieh Rad, Alexandra Martiniuk, Alireza Ansari‐Moghaddam, Mahdi Mohammadi, Fariborz Rashedi, Ardavan Ghasemi
2016· article· en· Global Journal of Health Science· Engineering
distilled prediction:candidate · noneconsensus · none
37
citations
affaboutunlabeled
Accident Prediction Models for Winter Road Safety
Taimur Usman, Liping Fu, Luis Miranda-Moreno
2011· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
37
citations
afffundno abstractunlabeled
Ageing drivers: Storm in a teacup?
Richard Tay
2005· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · noneconsensus · none
37
citations
afffundno abstractunlabeled
A comparison of static and dynamic hazard perception tests
Charles T. Scialfa, David Borkenhagen, John Lyon, Micheline C. Deschênes
2012· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · noneconsensus · none
36
citations
afffundunlabeled
Addressing Driver Aggression
Christine M. Wickens, Robert E. Mann, David L. Wiesenthal
2013· article· en· Current Directions in Psychological Science· Engineering
distilled prediction:candidate · noneconsensus · none
36
citations
affaboutunlabeled
Crash Modification Factors for Changes to Left-Turn Phasing
Raghavan Srinivasan, Craig Lyon, Bhagwant Persaud, Jongdae Baek, Frank Groß, Sarah Smith +1 more
2012· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Study on Pedestrian Red-Time Crossing Behavior
Yan Yang, Jian Sun
2013· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrityconsensus · none
35
citations

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