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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 Planning and Optimization
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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.

2,034 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.
2,034 works in the cohort · of 4,299,418page 38 of 41

Labels cover 0 of 2,034 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 2,034 of 2,034 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Special issue on public transport systems
S. C. Wirasinghe
2013· article· en· Journal of Advanced Transportation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Current issues of public transportation
Seungjae Lee, Dongjoo Park, Chungwon Lee
2010· article· en· Journal of Advanced Transportation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Electric cars and the city of Vancouver
Paul Collins
2012· article· en· cIRcle (University of British Columbia)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Simulating the social influence in transport mode choices
Kathleen Salazar-Serna, Lynnette Hui Xian Ng, Lorena Cadavid, Carlos Franco, Kathleen M. Carley
2023· preprint· en· arXiv (Cornell University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Lokalbanernes trafikale begrænsninger
Alex Landex, Anders H. Kaas
2007· article· da· Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
City of Ottawa Transportation Master Plan 2013
Brian Hollingworth
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
ERP: DOES ONE SIZE FIT IT ALL?
P Sayeg
2000· article· en· Traffic Technology International· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Decomposition and Sensitivity Analysis of Bus Travel Times
Yuxuan Wang, Catherine Morency, Martin Trépanier
2025· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
INTRODUCING VIDEO TOLL COLLECTION
M. W. Stone
2002· article· en· 9th World Congress on Intelligent Transport SystemsITS America, ITS Japan, ERTICO (Intelligent Transport Systems and Services-Europe)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canadian Urban Transport
Zhang Yun
2000· article· en· Journal of Guangdong University of Technology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Methods of Increasing Transportation Funding
Brian S Bochner, Josias Zietsman, Juan Carlos Villa
2006· article· en· 2006 ITE Annual Meeting and Exhibit Compendium of Technical PapersInstitute of Transportation Engineers (ITE)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Polypedilum gomphus Townes 1945
2016· article· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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