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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
Evidence
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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 10 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.

affunlabeled
A line haul transit technology selection model
Partha Parajuli, S. C. Wirasinghe
2001· article· en· Transportation Planning and Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Analysis of Activity Conflict Resolution Strategies
Joshua Auld, Abolfazl Mohammadian, Sean Doherty
2008· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · stsconsensus · none
17
citations
affno abstractunlabeled
Solvability of Implicit Complementarity Problems
Vyacheslav V. Kalashnikov, G. Isac
2002· article· en· Annals of Operations Research· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Individual-Based Modeling
John B. Dunning, David J. Stewart, Jianguo Liu
2002· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Deterministic Time Table Transit Assignment
Isabelle Constantin, Michaël Florian, Heinz Spiess
2002· book-chapter· en· Advances in spatial science· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
aboutno affunlabeled
2005 public transportation fact book
Damian Danchenko
2005· article· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
affaboutunlabeled
Perceived Reality
Dea van Lierop, Ahmed El-Geneidy
2017· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · stsconsensus · none
16
citations
affunlabeled
Defining archetypes of mixed-use developments using Google Maps API data
Zhongming Shi, Heidi Silvennoinen, Arkadiusz Chadzynski, Aurel von Richthofen, Markus Kraft, Stephen Cairns +1 more
2022· article· en· Environment and Planning B Urban Analytics and City Science· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Logit network pricing
François Gilbert, Patrice Marcotte, Gilles Savard
2013· article· en· Computers & Operations Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
15
citations
afffundaboutunlabeled
Transitory Optimism
Ehab Diab, Ahmed El-Geneidy
2014· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · stsconsensus · none
15
citations
aboutno affunlabeled
Enhancing Household Travel Surveys Using Smart Card Data
Martin Trépanier, Catherine Morency, Carl Blanchette
2009· article· en· PolyPublie (École Polytechnique de Montréal)· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations

How this was built: Screen · Findings · About