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Record W4402059723 · doi:10.1061/9780784485569.054

Seton Storm Trunk: Conventional and Trenchless Installation

2024· article· en· W4402059723 on OpenAlexaffabout
Zulfiqar Khowaja, Guillermo Charles Garcia

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicTropical and Extratropical Cyclones Research
Canadian institutionsStantec (Canada)Petro-Canada
Fundersnot available
KeywordsTrenchless technologyStormComputer scienceTrunkGeologyEngineeringPipeline transportMechanical engineeringOceanography

Abstract

fetched live from OpenAlex

The Seton Storm Trunk and Outfall to the Bow River were designed to convey clean stormwater flows from the Rangeview and Ricardo Ranch neighborhoods being developed in southeast Calgary, Alberta, Canada. The Seton Storm Trunk has a total length of 2.3 km with pipe diameters ranging from 900 to 1,500 mm and provides storm outlet servicing for a total area of 614 ha. Approximately 2.0 km of the storm trunk was installed using conventional open-cut installation. The main challenge was when the storm trunk reaches the top edge of the Bow River escarpment where the ground elevation drops more than 50 m in a horizontal distance of approximately 175 m. Several groundwater springs along the toe of the escarpment where it meets the Bow River floodplain make the installation even more challenging. There are also several known areas where soil creep is occurring to the east of the storm trunk alignment, likely due to the shallow groundwater table in combination with surface water drainage paths. A review of available options and a triple bottom line analysis, where economic, social, and environmental issues are evaluated equally, determined that Horizontal Directional Drilling (HDD) was the most viable and cost-effective option that would have the least environmental and social impacts on the escarpment slope. To meet the hydraulic requirements of the project, it was determined that a 900 mm HDPE pipe installed at a slope of just over 14% was required for capacity. At this slope, an energy dissipation structure was required at the bottom prior to the flow being discharged through the outfall to the Bow River. The energy dissipation uses an innovative design that uses hydraulic jumps to dissipate the energy at the bottom of the escarpment. The drill entry was located approximately 135 m back from the top of the escarpment, 60 m north of where the gravity storm trunk connects to the HDD section through a specially designed hydraulic drop structure. The structure and piping include air management features to avoid air entrapment in the pipe, thus compromising the hydraulic capacity of the system. This paper presents an overview of the challenges, both geotechnical and hydraulic, that the design team had to overcome, which resulted in the very complex HDD plan necessary to complete the work.

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 score0.392
Threshold uncertainty score0.990

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0110.000

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 head0.019
GPT teacher head0.248
Teacher spread0.228 · 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
Published2024
Admission routes2
Has abstractyes

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