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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 6 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.

fundno affunlabeled
Capacity Change Mechanism of a Diverge Bottleneck
Jittichai Rudjanakanoknad
2012· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
affaboutunlabeled
Self-Learning Adaptive Ramp Metering
Kasra Rezaee, Baher Abdulhai, Hossam Abdelgawad
2013· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrityconsensus · none
20
citations
affunlabeled
A New Driver Model Based on Driver Response
Faryal Ali, Zawar H. Khan, Fayaz Ahmad Khan, Khurram Shehzad Khattak, T. Aaron Gulliver
2022· article· en· Applied Sciences· Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Freeway Facility Methodology in Highway Capacity Manual 2000
Brian S. Eads, Nagui M. Rouphail, Adolf D May, Fred L. Hall
2000· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
19
citations

How this was built: Screen · Findings · About