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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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IEEE Transactions on Intelligent Transportation Systems
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Retraction
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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.

392 results · 1 filter active ·
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20012025
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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.
392 works in the cohort · of 4,299,418page 5 of 8

Labels cover 1 of 392 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 392 of 392 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Uncertain-Driven Analytics of Sequence Data in IoCV Environments
Gautam Srivastava, Jerry Chun‐Wei Lin, Alireza Jolfaei, Yuanfa Li, Youcef Djenouri
2020· article· en· IEEE Transactions on Intelligent Transportation Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
A Distributed Markovian Parking Assist System
Mingming Liu, Joe Naoum‐Sawaya, Yingqi Gu, Freddy Lécué, Robert Shorten
2018· article· en· IEEE Transactions on Intelligent Transportation Systems· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
23
citations
afffundunlabeled
An On-Line Optimal Controller for a Commuter Train
Dennis Ion Yazhemsky, Muzamil Rashid, Shahin Sirouspour
2019· article· en· IEEE Transactions on Intelligent Transportation Systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
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How this was built: Screen · Findings · About