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Record W817746781

Utah Transit Authority to Add 70 Miles of Rail in the Next Seven Years

2008· article· en· W817746781 on OpenAlexaboutno aff
Paul W. O’Brien

Bibliographic record

VenuePublic transport international · 2008
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicTransport and Economic Policies
Canadian institutionsnot available
Fundersnot available
KeywordsTransport engineeringQuarter (Canadian coin)Public transportTransit (satellite)Traffic congestionScheduleProsperityPlan (archaeology)BusinessPedestrianRail transitTrainLight rail transitPopulationTruckFinanceEconomic growthGeographyEngineeringEconomicsManagementSociology
DOInot available

Abstract

fetched live from OpenAlex

Utah is one of the fastest-growing states in the United States. This population growth will mean more travel demand and increased traffic congestion, especially in the long and narrow urban area known as the Wasatch Front. To meet these challenges, local elected officials along the Wasatch suggested accelerating Utah Transit Authority's (UTA) long-range transportation plan. In 2006, residents approved a quarter-cent sales tax increase to finance 70 mi of light rail and commuter rail as outlined in the long-range plan. These 70 miles make up UTA's Front Lines 2015 project, which consists of five light rail and commuter rail lines. All five projects will be in operation by 2015, 15 years ahead of the original schedule. Lines will offer several benefits to Utah residents, including increasing economic prosperity, reducing fuel costs and pollution, improving mobility for persons with disabilities, and providing jobs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.243
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.053
GPT teacher head0.232
Teacher spread0.179 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2008
Admission routes1
Has abstractyes

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