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Record W7018765870

Effet des charges lourdes en période hivernale

2018· other· fr· W7018765870 on OpenAlexaboutno aff

Bibliographic record

VenueCorpus Université Laval (Université Laval) · 2018
Typeother
Languagefr
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsSubgradeBearing capacityFrost (temperature)Asphalt pavementRoad constructionDocumentation
DOInot available

Abstract

fetched live from OpenAlex

Dans les régions froides, le gel saisonnier induit une augmentation significative de la capacité portante des chaussées flexibles.Cet accroissement est généré par la réponse viscoélastique de l'enrobé bitumineux et le gel de l'eau interstitielle présente dans les matériaux non liés et les sols.L'augmentation de la rigidité des chaussées incite certaines administrations à adopter leurs législations afin d'octroyer des primes de charge en période hivernale (OPCH).À l'heure actuelle, la problématique principale liée à l'OPCH est la variabilité importante des législations causée, en partie, par l'absence d'un critère décisionnel rationnel et par le peu de documentation technique et précise sur ce phénomène.L'objectif de ce projet est de documenter le comportement mécanique d'une chaussée flexible durant le gel et de définir un critère rationnel pour la mise en application de l'OPCH.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0100.001

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 head0.008
GPT teacher head0.188
Teacher spread0.180 · 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 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

Citations0
Published2018
Admission routes1
Has abstractyes

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Same venueCorpus Université Laval (Université Laval)→French-language works237,207→