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Record W74259392

Compaction Sensitivity of Saskatchewan SPS-9A Asphalt Mixes

2009· article· en· W74259392 on OpenAlexaffabout
Aziz Salifu, Curtis Berthelot, Brent Marjerison, A Anthony

Bibliographic record

Venue2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE · 2009
Typearticle
Languageen
FieldEngineering
TopicAsphalt Pavement Performance Evaluation
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsCompactionAsphaltRutChristian ministryAsphalt pavementEngineeringEnvironmental scienceGeotechnical engineeringCivil engineeringMaterials scienceComposite material
DOInot available

Abstract

fetched live from OpenAlex

Saskatchewan Ministry of Highways and Infrastructure (SMHI) currently use the Marshall compaction method for laboratory hot-mix asphalt (HMA) design and placement quality control / quality assurance. Unfortunately, Saskatchewan has witnessed premature rutting in some pavements due to significant reduction in air voids under traffic loading. It is hypothesized that laboratory compaction during the design process may not be accurately predicting in-service air voids of typical Saskatchewan asphalt mixes. This research characterized the effect of varied laboratory compaction energy on the volumetric and mechanistic mix properties of laboratory compacted hot-mix asphalt mixes. The volumetric and mechanistic mix properties of four Radisson SPS-9A asphalt mixes are summarized and presented in this paper. One of the four asphalt mixes considered in this research is designed and constructed to meet conventional Saskatchewan Marshall Type-71 mix design protocol, two of the research mixes were designed and constructed to meet Superpave(TM) Level I mix design criteria. One of the research mixes was designed and constructed to meet the Superpave(TM) recycle mix design criteria. This research found that laboratory volumetric properties are sensitive to varying Marshall and gyratory compaction energies. With regards to Saskatchewan air voids criterion, 50-blow Marshall compaction satisfied air voids criterion. However, at 75-blow Marshall compaction effort, the conventional SMHI Type-71 asphaltic mixes yielded air voids below the minimum allowable air voids.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.504
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0000.000

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 head0.020
GPT teacher head0.233
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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2009
Admission routes2
Has abstractyes

Explore more

Same venue2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGESame topicAsphalt Pavement Performance EvaluationFrench-language works237,207