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Record W3188111539 · doi:10.1061/9780784483626.028

Inglewood Sanitary Trunk—A Case Study in Using Today’s State of the Art Technologies to Provide Sewage Conveyance Capacity to Meet Tomorrow’s Needs

2021· article· en· W3188111539 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePipelines 2021 · 2021
Typearticle
Languageen
FieldEngineering
TopicGeotechnical Engineering and Underground Structures
Canadian institutionsnot available
Fundersnot available
KeywordsEngineeringUpgradeCivil engineeringPopulationEnvironmental scienceComputer science

Abstract

fetched live from OpenAlex

The Inglewood Sanitary Trunk (IST) is a large diameter sanitary trunk located in Calgary, Alberta. Construction of Phase 1 was completed in November 2020 and consisted of approximately 3,500 m (2.2 mi) of 2,286/2,500 mm (90/98 in.) reinforced concrete pipe installed by microtunneling and approximately 270 m (0.17 mi) of 3,000 mm (120 in.) × 1,500 mm (60 in.) reinforced concrete box section installed by traditional cut and cover construction. Live connections were completed to 1,800 mm (71 in.) diameter pipe, a 2,100 mm (83 in.) × 1,500 mm (60 in.) concrete box section and the Bonnybrook Wastewater Treatment Plant (BBWWTP) headworks. Design of Phase 2 is currently nearing completion and consists of a twin 400 m–1,500 mm (60 in.) inverted siphon crossing of the Bow River. Construction is projected to be completed by 2024. When fully constructed, this upgrade will provide much needed additional sanitary capacity for a total equivalent population of 1.1 million residents and support growth to the 2,076 design horizon. This paper discusses the hydraulic concepts of the IST solution, design and selection of construction concepts, and a summary of the construction itself, including risk mitigation and project challenges overcome in the successful delivery of this project.

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.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.580
Threshold uncertainty score0.849

Codex and Gemma teacher scores by category

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

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 head0.018
GPT teacher head0.232
Teacher spread0.213 · 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