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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 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 7 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Quantifying Impacts of Transit Reliability on User Costs
Jeffrey M. Casello, Akram Nour, Bruce Hellinga
2009· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Users’ Evaluation of Rail Systems in Mass Events
Isam Kaysi, Baha Alshalalfah, Amer Shalaby, Arwa Sayegh, M. Sayour, Adnan Gutub
2013· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
EP Theorem for Dual Linear Complementarity Problems
Tibor Illés, Marianna E.-Nagy, Tamás Terlaky
2008· article· en· Journal of Optimization Theory and Applications· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Transport Demand Elasticities
Tae Hoon Oum, W G Waters, Xiaowen Fu
2007· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
venueno affunlabeled
Special issue: Importance of public transport
Jan‐Dirk Schmöcker, Michael G.H. Bell, William H. K. Lam
2004· article· en· Journal of Advanced Transportation· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Improving Customer Proximity to Railway Stations
Evangelos Kranakis, Paolo Penna, Konrad Schlude, David S. Taylor, Peter Widmayer
2003· book-chapter· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
affaboutunlabeled
Capacity-Constrained Bus Bridging Optimization Framework
Alaa Itani, Siva Srikukenthiran, Amer Shalaby
2020· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
23
citations
fundno affunlabeled
Rural Freeway Level of Service Based on Traveler Perception
Scott S. Washburn, David S. Kirschner
2006· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · noneconsensus · none
23
citations

How this was built: Screen · Findings · About