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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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Urban and Freight Transport Logistics
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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.

749 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.
749 works in the cohort · of 4,299,418page 4 of 15

Labels cover 1 of 749 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 749 of 749 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Approaches to Managing Freight in Metropolitan Areas
Geneviève Giuliano, Lætitia Dablanc
2013· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Logistics and Urban Planning: A Review of Literature
Kamilah Charters-Gabanek, Nicolas Raimbault, Peter Hall
2024· review· en· Journal of Planning Education and Research· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
SMOKING INSIDE VEHICLES SHOULD BE BANNED GLOBALLY
Ediriweera Desapriya, Kate Turcotte, Sayed Subzwari, Ian Pike
2009· letter· en· American Journal of Public Health· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6
citations
affunlabeled
Freight Transportation Planning
Joshua Schank, Ira Hirschman, Preston Elliott
2008· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6
citations
venueaboutno affunlabeled
The Economics of Grain Cleaning on the Prairies
William W. Wilson, D. Demcey Johnson, Bruce L. Dahl
2000· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Transport and COVID-19: where are we now?
Ahmed El-Geneidy, Jonas De Vos
2024· article· en· Transport Reviews· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
aboutno affno abstractunlabeled
GLV Inc, Canada
2010· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
afffundunlabeled
Implementation of a New Bank Erosion Model in Delft3D
Parna Parsapour‐Moghaddam, Colin D. Rennie, Jonathan M. Slaney, Frank Platzek, Hamidreza Shirkhani, E. C. Jamieson +2 more
2023· article· en· Journal of Hydraulic Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About