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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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Traffic control and management
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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.

1,294 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.
1,294 works in the cohort · of 4,299,418page 1 of 26

Labels cover 2 of 1,294 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 1,294 of 1,294 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Self-sustained nonlinear waves in traffic flow
M. R. Flynn, Aslan R. Kasimov, Jean‐Christophe Nave, Rodolfo R. Rosales, Benjamin Seibold
2009· article· en· Physical Review E· Engineering
distilled prediction:candidate · noneconsensus · none
137
citations
affunlabeled
Fastlane
Hans van Lint, Serge Hoogendoorn, Marco Schreuder
2008· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
121
citations
affunlabeled
Assessing Safety Benefits of Variable Speed Limits
Chris Lee, Bruce Hellinga, Frank Saccomanno
2004· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
107
citations
afffundaboutunlabeled
Breakdown-Related Capacity for Freeway with Ramp Metering
Bhagwant Persaud, Sam Yagar, David Tsui, Horace Look
2001· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
84
citations
affunlabeled
Coordinated Maneuvering of Automated Vehicles in Platoons
F. Michaud, Pierre Lepage, Patrick Frenette, Dominic Létourneau, Nicolas Gaubert
2006· article· en· IEEE Transactions on Intelligent Transportation Systems· Engineering
distilled prediction:candidate · noneconsensus · none
75
citations

How this was built: Screen · Findings · About