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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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European journal of transport and infrastructure research
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

36 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
36 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 36 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 36 of 36 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Reducing Transport Intensity
David Banister, Dominic Stead
2002· article· en· European journal of transport and infrastructure research· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
66
citations
affunlabeled
Bike-sharing: the good, the bad, and the future
David Durán-Rodas, Dominic Villeneuve, Gebhard Wulfhorst
2020· article· en· European journal of transport and infrastructure research· Social Sciences
distilled prediction:candidate · stsconsensus · none
17
citations
affunlabeled
Future Urban Charging Solutions for Electric Vehicles
Dominic Villeneuve, Yann Füllemann, Guillaume Drevon, Vincent Moreau, François Vuille, Vincent Kaufmann
2020· article· en· European journal of transport and infrastructure research· Engineering
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
LUTI modelling in the Netherlands
Arnout Schoemakers, T Van Der Hoorn
2004· article· en· European journal of transport and infrastructure research· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Decision Support in Dynamic Traffic Management
Serge Hoogendoorn, Bart De Schutter, Henk Schuurman
2003· article· en· European journal of transport and infrastructure research· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Multichannel queueing behaviour in urban bicycle traffic
Rafał Kucharski, Arkadiusz Drabicki, Klaudia Żyłka, Andrzej Szarata
2019· article· en· European journal of transport and infrastructure research· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affaboutunlabeled
Overcoming Traffic Congestion
Darren M. Scott
2002· article· en· European journal of transport and infrastructure research· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Simplified model of local transit services
Giovanni Circella, John Douglas Hunt, Kevin Stefan, Alan T Brownlee, Michael McCoy
2014· article· en· European journal of transport and infrastructure research· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Book Review
Joseph Berechman
2004· article· en· European journal of transport and infrastructure research· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Optimal roadworks schedule in multi-agent transportation models
Marcin Opalski, Przemysław Szufel, Bogumił Kamiński, Atefeh Mashatan, Paweł Prałat
2024· article· en· European journal of transport and infrastructure research· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Flexibility of Freight Transport Sectors
Hens Runhaar, Rob van der Heijden, Bart Kuipers
2002· article· en· European journal of transport and infrastructure research· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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