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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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Autonomous Vehicle Technology and 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
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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.

721 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.
721 works in the cohort · of 4,299,418page 13 of 15

Labels cover 0 of 721 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 721 of 721 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Lane Detection for Autonomous Vehicles
2025· article· en· International Journal for Research in Applied Science and Engineering Technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Real-time simulator of collaborative autonomous vehicles
Farid Bounini, Vincent Lapointe, Denis Gingras, Dominique Gruyer
2014· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
DUI (Driver Under Influence) Detection Using Open CV
T Barath, Arun Shankar, Harrish Kumar S M, Harrish Sebastin A, N Harishwaran, Divahar Reddy A
2025· article· en· International Research Journal on Advanced Engineering Hub (IRJAEH)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A Benchmark for Cycling Close Pass Detection from Video Streams
Mingjie Li, Ben Beck, Tharindu Rathnayake, Lingheng Meng, ZIJUE CHEN, Akansel Cosgun +2 more
2024· preprint· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Language for automated driving
Bern Grush, John S. Niles, Andrew Miller
2025· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
IEEE Transactions on Intelligent Vehicles
Ümi̇t Özgüner, Mohan M. Trivedi, Martin R. Adams, Wen‐Hua Chen, Antonella Ferrara, Kikuo Fujimura +51 more
2020· article· en· IEEE Transactions on Intelligent Vehicles· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
ShapeFuture - Technical Progress After Year 1
Norbert Druml, Martin Gschwandtner, Mayeul Jeannin, Rainer Matischek, Edgars Lielāmurs, Maksis Celitans +31 more
2025· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Accident modelling: an overview
Carmelo D’Agostino, Bhagwant Persaud
2024· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Poster: Distracted Driving Management
Seyhan Uçar, Hao Yang, Kentaro Oguchi
2022· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
CAVS 2019 Panel
F. Richard Yu, Kamesh Namuduri
2019· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About