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Record W2055331093 · doi:10.3141/2456-06

New and Innovative Concrete Pavements with Structural Dome Formwork System

2014· article· en· W2055331093 on OpenAlexaffabout
Aleks Kivi, Susan Tighe, David Hein

Bibliographic record

VenueTransportation Research Record Journal of the Transportation Research Board · 2014
Typearticle
Languageen
FieldEngineering
TopicBIM and Construction Integration
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsFormworkTruckEngineeringCivil engineeringInterlockingSlabForensic engineeringStructural engineering

Abstract

fetched live from OpenAlex

The concrete pavement industry is actively seeking new and modern solutions to the construction of more economical, more sustainable, and more durable roads. One innovative product being evaluated for use in pavement applications consists of interlocking modular, dome-shaped plastic units that serve as a permanent formwork. The result is a concrete slab with a system of interconnected vaultlike voids below the surface. The dome shape is capable of providing carrying capacities equivalent to those of conventional slabs but requires less concrete to do so and also provides additional drainage and ventilation benefits. To evaluate the feasibility of using this structural dome formwork system in road and highway applications, a collaborative research effort was undertaken. As part of this study, a full-scale, instrumented trial section was built for testing and evaluation in an accelerated loading scenario. Details about the design and construction of the experimental pavement sections are presented. A preliminary evaluation of pavement performance during the first year of service is provided as well as discussion about this product's feasibility as pavement technology. The results obtained to date suggest that this technology has great potential in concrete pavement applications. The trial pavement sections are performing well after more than 1 year of service and are carrying heavily loaded aggregate trucks in the harsh Canadian climate. More than 1.34 million cumulative equivalent single-axle loads have been applied to the pavement to date without any significant pavement degradation. The findings obtained also indicate that the dome-shaped technology can provide significant material and cost savings as compared with conventional jointed plain concrete pavements.

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)0.000
metaresearch head score (Gemma)0.000
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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.028
GPT teacher head0.302
Teacher spread0.273 · 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

Citations0
Published2014
Admission routes2
Has abstractyes

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