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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.

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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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Rosa P: A digital library for transportation research (United States Department of Transportation)
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
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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.

119 results · 1 filter active ·
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20002024
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
119 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 119 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 119 of 119 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Factors affecting urban transit ridership
Harriet Kohn
2000· 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
49
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
aboutno affunlabeled
Transit and the Polycentric City
J B Schneider
2015· article· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Community-Oriented BRT: Urban Design, Amenities, and Placemaking
Jennifer Flynn, Menna Yassin
2015· article· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
North American Trade Growth Continued in 2007
Steven Beningo, Fahim Mohamed
2010· article· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Employee Assistance Program for Transit Systems
2015· report· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · metaepi_narrow
0
citations
aboutno affunlabeled
North American Transportation in Figures
2000· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
U.S. - Canada Land Ports of Entry (LPOEs): North Dakota
2017· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
U.S. - Canada Land Ports of Entry (LPOEs): Maine
2017· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
North American Trade and Travel Trends [2001]
2001· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Key Findings from LTPP Analysis 2000-2003
2004· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
U.S. - Canada Land Ports of Entry (LPOEs): Michigan
2017· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
U.S. - Canada Land Ports of Entry (LPOEs): Minnesota
2017· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Truck Parking Initiative : I-95 Corridor Coalition
2008· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Freight Transportation: The Latin American Market
2003· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Long-Life Concrete Pavements in Europe and Canada
2007· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Freight Transportation in South Dakota: Selected Data from Federal Sources
F Ammah-Tagoe, D Mednick
2010· article· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Foundation Reuse for Highway Bridges
2018· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Transportation Safety Information Report: Third Quarter 1984
M Saccoccio
2013· article· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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