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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 1 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.

afffundno abstractunlabeled
Crowd-shipping with time windows and transshipment nodes
Giusy Macrina, Luigi Di Puglia Pugliese, Francesca Guerriero, Gilbert Laporte
2019· article· en· Computers & Operations Research· Engineering
distilled prediction:candidate · noneconsensus · none
141
citations
afffundunlabeled
Towards a taxonomy of City Logistics projects
Abderrahim Benjelloun, Teodor Gabriel Crainic, Yvon Bigras
2010· article· en· Procedia - Social and Behavioral Sciences· Engineering
distilled prediction:candidate · noneconsensus · none
129
citations
afffundno abstractunlabeled
Multi-period Vehicle Routing Problem with Due dates
Claudia Archetti, Ola Jabali, M. Grazia Speranza
2015· article· en· Computers & Operations Research· Engineering
distilled prediction:candidate · noneconsensus · none
108
citations
aboutno affunlabeled
Bikes for Urban Freight?
Barbara Lenz, Ernst Riehle
2013· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
69
citations
affvenueunlabeled
L'analyse de régression logistique
Julie Desjardins
2005· article· fr· Tutorials in Quantitative Methods for Psychology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affaboutunlabeled
Analysis of Freight Global Positioning System Data
Bryce W. Sharman, Matthew J. Roorda
2011· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
49
citations
afffundunlabeled
A two-echelon location-routing problem with synchronisation
Seyed Mostafa Mirhedayatian, Teodor Gabriel Crainic, Mario Guajardo, Stein W. Wallace
2019· article· en· Journal of the Operational Research Society· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
aboutno affunlabeled
Applied GIS and spatial analysis
John Stillwell, Jennifer Clarke
2003· book· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affaboutunlabeled
Shipper Preferences Suggest Strong Mistrust of Rail
Zachary Patterson, Gordon O. Ewing, Murtaza Haider
2007· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrityconsensus · none
41
citations

How this was built: Screen · Findings · About