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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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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
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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 12 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.

venueno affunlabeled
NSERC USRA Research Paper
Kalle Stewart
2023· article· en· Inquiry Queen s Undergraduate Research Conference Proceedings· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Distance perception in a driving simulator
Michelangelo Flückiger, Bernard Baumberger, Martin Paquette, Jacques Bergeron, André Delorme
2004· article· en· Investigative Ophthalmology & Visual Science· Engineering
distilled prediction:candidate · stsconsensus · none
0
citations
venueno affunlabeled
Real Time Vision System for Autonomous Vehicles
L. Padmasree, Preethi Eluri, Sai Subrahmanya Akhil Badampudi, Sreedhar Reddy Mukkamalla
2020· article· en· Review of Computer Engineering Studies· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
AI-Driven Decision Support for Autonomous Vehicles
Dr. Henry Walker, Emma Clark
2025· article· American Journal of Artificial Intelligence and Neural Networks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Decision Assist for Self-driving Cars
Sriram Ganapathi Subramanian, Jaspreet Singh Sambee, Benyamin Ghojogh, Mark Crowley
2018· book-chapter· en· Lecture notes in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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How this was built: Screen · Findings · About