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Record W2044665526 · doi:10.1139/l08-139

Étude des conséquences de la détérioration de l’uni des chaussées sur le comportement des véhicules et la sécurité des usagers de la route

2009· article· fr· W2044665526 on OpenAlexaffvenueabout
Marc J. Richard, Guy Doré, Vladislav Vassev, Nicolas Fradette

Bibliographic record

VenueCanadian Journal of Civil Engineering · 2009
Typearticle
Languagefr
FieldEngineering
TopicAsphalt Pavement Performance Evaluation
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPhysicsArt

Abstract

fetched live from OpenAlex

Le véhicule routier est devenu le moyen de transport le plus utilisé au monde. Ainsi, les artères routières sont devenues beaucoup plus chargées et exploitées, ce qui a entraîné une détérioration accélérée des surfaces des chaussées. Cette détérioration est d’autant plus importante dans les régions nordiques, comme le Québec, où les conditions hivernales sont également une cause importante de dégradation des chaussées. L’avancement de la technologie informatique nous permet, aujourd’hui, de procéder à des simulations dynamiques tenant compte des conditions routières ainsi que des caractéristiques de différents véhicules. En conséquence, nous pouvons simuler avec une grande fiabilité le comportement dynamique de différents types de voitures, et ceci nous permet d’analyser les influences de plusieurs caractéristiques routières, en particulier la forte influence de l’indice de rugosité international (IRI) sur le confort et la sécurité.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.674
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.251
Teacher spread0.234 · 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 designSimulation or modeling
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

Citations4
Published2009
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Civil EngineeringSame topicAsphalt Pavement Performance EvaluationFrench-language works237,207