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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 32 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.

afffundvenueaboutunlabeled
Effect of speed limits at speed transition zones
Xu Wang, Yuwei Bie, Tony Z. Qiu, Lei Niu
2016· article· en· Canadian Journal of Civil Engineering· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Injury risks in collisions involving buses in Alberta
Md Mahmudur Rahman, Lina Katan, Richard Tay
2011· article· en· Transportation Research Board 90th Annual MeetingTransportation Research Board· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Lessons Learned from Adopting the Highway Safety Manual to Assess the Safety Performance of Alternative Urban Complete Streets Designs
Sudip Barua, Karim El‐Basyouny, MT Islam, Suliman Gargoum
2014· article· en· 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
4
citations
affno abstractunlabeled
Vehicle Danger and Older Pedestrian Safety
Ediriweera Desapriya, Sarah Yassami, Vahid Mehrnoush
2018· letter· en· American Journal of Preventive Medicine· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Driving habits – A Canadian study
Shayesteh Jahanfar
2017· article· en· Trauma· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Overlooked factors contributing to U.S. highway fatalities
Tharwat Khalaf Alswaeer, Elnaz Safapour, Behzad Rouhanizadeh, Mohammadsoroush Tafazzoli
2024· article· en· Canadian Journal of Civil Engineering· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
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