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Record W7160949540 · doi:10.1121/10.0040643

Investigating flanking in mass timber construction: Acoustic performance of continuous timber panels over demising walls with resiliently isolated toppings

2025· article· en· W7160949540 on OpenAlexaboutno aff
Aedan Callaghan

Bibliographic record

VenueThe Journal of the Acoustical Society of America · 2025
Typearticle
Languageen
FieldEngineering
TopicWood Treatment and Properties
Canadian institutionsnot available
Fundersnot available
KeywordsFlanking maneuverSound transmission classConstructabilityTransmission (telecommunications)Field (mathematics)Sound (geography)

Abstract

fetched live from OpenAlex

As mass timber construction gains in popularity and project design teams pursue optimized structural schemes and cost-effective designs, there has been a growing desire for Cross Laminated Timber (CLT) floor panels to maximize panel size. This offers structural benefits and constructability improvements, with fewer crane picks resulting in panels spanning across units. This has led to concerns and questions surrounding flanking sound transmission across a demising wall through the CLT panel to adjacent units. While ASTM E90 acoustic laboratory testing presents direct sound transmission measurements that does not include indirect transmission paths, the need for flanking measurements and field results for airborne sound transmission has become a major focus. To address this, the National Research Council of Canada (NRC) utilizes a four-room flanking facility that includes both direct and indirect transmission paths. In this study, measured Apparent Sound Transmission (ATL) and the subsequently calculated Apparent Sound Transmission Class (ASTC) results from the four-room flanking facility are compared with field measurements taken in a mass timber building. This study aims to compare the apparent transmission loss between room pairs with a resiliently isolated concrete and CLT panels continuously spanning across a demising wall.

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)0.001
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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.006
GPT teacher head0.203
Teacher spread0.196 · 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
Published2025
Admission routes1
Has abstractyes

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