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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
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.

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 4 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.

affno abstractunlabeled
Rethinking Closed-Loop Training for Autonomous Driving
Wenjun Zhang, Runsheng Guo, Wenyuan Zeng, Yuwen Xiong, Binbin Dai, Rui Hu +2 more
2022· book-chapter· en· Lecture notes in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affno abstractunlabeled
A STUDY OF PRIVACY REQUIREMENTS FOR SMART TOYS
Patrick C. K. Hung, Marcelo Fantinato, Laura Rafferty
2016· article· en· Pacific Asia Conference on Information Systems· Engineering
distilled prediction:candidate · noneconsensus · none
20
citations
venueno affunlabeled
A Hybrid Vision-Map Method for Urban Road Detection
Carlos Fernández, David Fernández Llorca, Miguel Ángel Sotelo
2017· article· en· Journal of Advanced Transportation· Engineering
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
SafeWatch
Chongguang Bi, Jun Huang, Guoliang Xing, Landu Jiang, Xue Liu, Minghua Chen
2017· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Collision Avoidance Systems - Advancements and Efficiency
Mikael Ljung Aust, Lotta Jakobsson, Magdalena Lindman, Erik Coelingh
2015· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
aboutno affunlabeled
Autonomous Safety Control of Flight Vehicles
Xiang Yu, Lei Guo, Youmin Zhang, Jin Jiang
2021· book· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
afffundunlabeled
A Driver-Vehicle Model for ADS Scenario-Based Testing
Rodrigo Queiroz, Divit Sharma, Ricardo Caldas, Krzysztof Czarnecki, Sergio García-García, Thorsten Berger +1 more
2024· article· en· IEEE Transactions on Intelligent Transportation Systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations

How this was built: Screen · Findings · About