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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 24 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.

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
High-occupancy Toll Lanes
Jonathan D. Hall
2020· paratext· en· Discussion papers· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Time-Use Metadata
Andrew S. Harvey
2002· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
aboutno affno abstractunlabeled
A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City
Andrés Felipe Giraldo-Forero, S. Garcia-Lopez, Paula Andrea Rodríguez Marín, Juan Martinez, Yohan Ricardo Céspedes-Villar, Oscar Cardona +2 more
2019· book-chapter· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Estimation of Travel Distance
Jack Brimberg, John H. Walker
2014· other· en· Wiley StatsRef: Statistics Reference Online· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Route Choice and Network Modeling
Emma Frejinger, Maëlle Zimmermann
2021· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Efficiency of Correlation in a Bottleneck Game
Thomas J Rivera, Marco Scarsini, Tristan Tomala
2018· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueaboutunlabeled
ITS applications for work zones
Tyler Golly, Alexandre G. de Barros, Lynne Cowe Falls
2008· article· en· Journal of Advanced Transportation· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Optimal Pricing for Distance-Based Transit Fares
Richard Hoshino, Jeneva Beairsto
2018· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About