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Record W2043330001 · doi:10.1139/l01-062

Évaluation de l'état du béton par la technique d'analyse spectrale des ondes de Rayleigh

2001· article· en· W2043330001 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian Journal of Civil Engineering · 2001
Typearticle
Languageen
FieldEngineering
TopicGeophysical Methods and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsRayleigh waveNondestructive testingRayleigh scatteringAcousticsStructural engineeringPhysicsOpticsEngineeringWave propagation

Abstract

fetched live from OpenAlex

The evaluation of concrete deteriorations is essential to optimize the costs and ensure that the required retrofits are durable. A study undertaken on many experimental concrete specimens has shown that an analysis of the dispersion of Rayleigh waves enables differentiation between concrete of different mechanical properties, description of the evolution of these properties with respect to depth, and detection of defaults in the concrete mass. The study of the different monitoring and processing parameters associated with this technique reveals that the choice of the type of emission source must be accomplished with respect to the thickness of the material under study, and that the distance between the emission source and the sensors as well as the distance between sensors do not have any effect on the Rayleigh wave speed profile. A new monitoring configuration is proposed to improve the experimental procedure.Key words: concrete, deterioration, nondestructive tests, spectral analysis of Rayleigh waves.[Journal translation]

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.

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: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.469
Threshold uncertainty score0.533

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 head0.014
GPT teacher head0.221
Teacher spread0.208 · 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