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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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Transportation Research Part D Transport and Environment
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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.

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.

152 results · 1 filter active ·
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20022025
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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.
152 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 152 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 152 of 152 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Environmental impacts of road pavement rehabilitation
Thomas Elliot, Alan Carter, Sumedha Ghattuwar, Annie Levasseur
2023· article· en· Transportation Research Part D Transport and Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
31
citations
affunlabeled
Traffic dynamics during the 2019 Kincade wildfire evacuation
Arthur Rohaert, Erica D. Kuligowski, Adam Ardinge, Jonathan Wahlqvist, S. Gwynne, Amanda Kimball +2 more
2023· article· en· Transportation Research Part D Transport and Environment· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Should transit-oriented development consider station age effects?
Xiang Liu, Gao Ya, Haixiao Pan, Mingshu Tian
2024· article· en· Transportation Research Part D Transport and Environment· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
aboutno affno abstractunlabeled
Facing a time crunch: Time poverty and travel behaviour in Canada
Sang-O Kim, Matthew Palm, Soojung Han, Nicholas J. Klein
2023· article· en· Transportation Research Part D Transport and Environment· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
Evaluating initiatives to improve transport justice
Hannah Hook, David Durán-Rodas, Shaila Jamal, Tim Schwanen
2025· article· en· Transportation Research Part D Transport and Environment· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
10
citations
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