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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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Transportation and Mobility Innovations
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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.

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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.

1,357 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.
1,357 works in the cohort · of 4,299,418page 1 of 28

Labels cover 1 of 1,357 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 1,357 of 1,357 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Smart card data use in public transit: A literature review
Marie-Pier Pelletier, Martin Trépanier, Catherine Morency
2011· review· en· Transportation Research Part C Emerging Technologies· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
911
citations
affno abstractunlabeled
The dial-a-ride problem: models and algorithms
Jean‐François Cordeau, Gilbert Laporte
2007· article· en· Annals of Operations Research· Engineering
distilled prediction:candidate · noneconsensus · none
866
citations
aboutno affunlabeled
Impact of Carsharing on Household Vehicle Holdings
Elliot Martin, Susan Shaheen, Jeffrey Lidicker
2010· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrityconsensus · none
465
citations
affunlabeled
Robotic load balancing for mobility-on-demand systems
Marco Pavone, Stephen L. Smith, Emilio Frazzoli, Daniela Rus
2012· article· en· The International Journal of Robotics Research· Engineering
distilled prediction:candidate · noneconsensus · none
289
citations
fundno affunlabeled
Empty-Car Routing in Ridesharing Systems
Anton Braverman, J. G. Dai, Xin Liu, Lei Ying
2019· article· en· Operations Research· Engineering
distilled prediction:candidate · noneconsensus · none
226
citations
aboutno affunlabeled
North American Carsharing
Susan Shaheen, Adam Cohen, Melissa S. Chung
2009· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrityconsensus · none
191
citations
affunlabeled
Evaluating Carsharing Benefits
Todd Litman
2000· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
161
citations
aboutno affunlabeled
Who is Attracted to Carsharing?
Jon E Burkhardt, Adam Millard‐Ball
2006· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
133
citations
affno abstractunlabeled
Shared mobility systems: an updated survey
Gilbert Laporte, Frédéric Meunier, Roberto Wolfler Calvo
2018· article· en· Annals of Operations Research· Engineering
distilled prediction:candidate · noneconsensus · none
128
citations
aboutno affunlabeled
Who Is Attracted to Carsharing?
Jon E Burkhardt, Adam Millard‐Ball
2006· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
119
citations
affno abstractunlabeled
Shared mobility systems
Gilbert Laporte, Frédéric Meunier, Roberto Wolfler Calvo
2015· article· en· 4OR· Engineering
distilled prediction:candidate · noneconsensus · none
110
citations
affunlabeled
Adoption of Electric Vehicles in Car Sharing Market
Hossein Abouee‐Mehrizi, Opher Baron, Oded Berman, David Chen
2020· article· en· Production and Operations Management· Engineering
distilled prediction:candidate · noneconsensus · none
101
citations
affunlabeled
Passenger Safety in Ride-Sharing Services
Benish Chaudhry, Ansar-Ul-Haque Yasar, Samar El-Amine, Elhadi Shakshuki
2018· article· en· Procedia Computer Science· Engineering
distilled prediction:candidate · noneconsensus · none
89
citations
affno abstractunlabeled
Chapter 7 Transportation on Demand
Jean‐François Cordeau, Gilbert Laporte, Jean‐Yves Potvin, Martin Savelsbergh
2006· book-chapter· en· Handbooks in operations research and management science· Engineering
distilled prediction:candidate · noneconsensus · none
82
citations

How this was built: Screen · Findings · About