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Record W623870007

Use of Structural Dome Formwork Systems in Sustainable Transportation Applications

2014· article· fr· W623870007 on OpenAlexaboutno aff
Aleks Kivi, Dk Hein

Bibliographic record

VenueTransportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada · 2014
Typearticle
Languagefr
FieldEngineering
TopicTree Root and Stability Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFormworkInterlockingCivil engineeringSustainabilityEngineeringModular designProduct (mathematics)Structural engineeringComputer science
DOInot available

Abstract

fetched live from OpenAlex

Transportation agencies are actively seeking new and innovative solutions to build more sustainable infrastructure, while maintaining or improving economy and durability. A structural dome formwork system is one innovative product that is currently being evaluated for use in transportation applications. This product consists of interlocking, modular, dome-shaped units, made from recycled plastic, that serve as a permanent formwork for concrete floors, sidewalks and pavements. The resulting product is a concrete slab with a system of interconnected vault-like voids below the surface. This concept provides a number of environmental and economic benefits. One major benefit of the dome shaped system is the ability to provide structural carrying capacities equivalent to conventional slabs, but requires less concrete to do so (up to a 20% reduction in concrete consumption). A significant savings in raw materials can be achieved. The system has also many additional demonstrated benefits, including reduced reinforcing steel, granular base and hard fill requirements, protection of the concrete from excess moisture due the ventilated design, and protection of tree roots from damage in urban areas. This paper presents a number of Canadian case studies involving the use of the structural dome formwork system in transportation applications, including roadways, sidewalks, floor slabs and urban tree root protection. For each case study, details about the design, construction, and performance are provided. Performance results to date indicate that this technology has great promise as a concrete pavement technology and in various other transportation related applications. The economic and environmental benefits are diverse, and help agencies meet their sustainability goals, while providing a good return on investment.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.986
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0040.001

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 head0.007
GPT teacher head0.192
Teacher spread0.186 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueTransportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du CanadaSame topicTree Root and Stability StudiesFrench-language works237,207