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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
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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.

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 15 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.

afffundno abstractunlabeled
Locally optimal routes for route choice sets
Samuel Fischer
2020· article· en· Transportation Research Part B Methodological· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Numerical Bounds on the Price of Anarchy
Louis de Grange, Carlos Melo-Riquelme, Cristóbal Burgos, Felipe González, Sebastián Raveau
2017· article· en· Journal of Advanced Transportation· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
afffundaboutunlabeled
Two-Level, Dynamic, Week-Long Work Episode Scheduling Model
Leila Dianat, Khandker Nurul Habib, Eric J. Miller
2017· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
8
citations
affunlabeled
Transportation Market Reforms for Sustainability
Todd Litman
2000· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
8
citations
affaboutunlabeled
A Transit Technology Selection Model
Jeffrey M. Casello, Geoffrey Lewis, Kevin Yeung, Deborah Santiago-Rodríguez
2014· article· en· Journal of Public Transportation· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Audit of Car Ownership Models
Gerard de Jong, James Fox, Marits Pieters, Liese Vonk, Andrew Daly
2002· article· en· Canadian Journal of Physiology and Pharmacology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations

How this was built: Screen · Findings · About