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Record W2340333951

Design and Construction of Derry Road and Canadian National Rail Grade Separation

2015· article· en· W2340333951 on OpenAlexaboutno aff
Hinh, Judith Trimble

Bibliographic record

VenueTAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada · 2015
Typearticle
Languageen
FieldEngineering
TopicUnderground infrastructure and sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsTransport engineeringPedestrianTowerTraffic calmingBridge (graph theory)Civil engineeringEngineering
DOInot available

Abstract

fetched live from OpenAlex

The Derry Road (Regional Road 7) grade separation was identified as part of the 2006 Class Environmental Assessment for Derry Road Transportation corridor conducted by the Regional Municipality of Halton. The report was initiated out of Halton’s 2004 Transportation Master Plan and recommended an underpass at the Canadian National Railway Crossing of Derry Road between Scott Boulevard and Bronte Street in Milton, Ontario. Derry Road is an arterial road running across Halton Region from the City of Hamilton boarder to Halton’s boundary with Peel Region, crossing through both the City of Burlington and the Town of Milton. The underpass was identified to satisfy east-west capacity requirements, to reduce delays and improve safety for cyclists, pedestrians and vehicular traffic. The crossing consists of CN right-of-way passing through a densely populated area. R.V. Anderson Associates Limited was retained by Halton Region as the Prime Consultant to design and construction management for grade separation capable of carrying two tracks across a four span railroad bridge. New Alliance is the General Contractor. The project included a number of unique challenges requiring innovative solutions for lane configurations and detours to maintain traffic flow and address safety for workers and pedestrians. Project features include a 4200 cubic meter precast storm detention tank buried under Derry Road, a fully computerized pumping station and two oil-grit separators to address debris and pollutants from stormwater runoff. In tandem with the bridge construction, Derry Road has been lowered by approximately seven meters and accommodates four lanes of traffic. The construction of the underpass was accelerated from 2018 to 2013 to accommodate the rapid growth in Milton. Construction is expected to be completed by summer of 2015.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.315
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.220
Teacher spread0.211 · 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

Citations1
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueTAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du CanadaSame topicUnderground infrastructure and sustainabilityFrench-language works237,207