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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
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 6 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
Transfer Reinforcement Learning for Autonomous Driving
Jaeyoung Lee, Ashish Gaurav, Krzysztof Czarnecki, Sean Sedwards
2021· article· en· ACM Transactions on Modeling and Computer Simulation· Engineering
distilled prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Road-Type Detection Based on Traffic Sign and Lane Data
Zoltán Fazekas, Gábor Balázs, Csaba Christian Gyulai, Péter Potyondi, Péter Gáspár
2022· article· en· Journal of Advanced Transportation· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
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How this was built: Screen · Findings · About