Sound and Vibration in Buildings and the Environment: RWDI
Bibliographic record
Abstract
RWDI is a specialty provider of consulting engineering and science. In addition to offices in Guelph, Toronto and Hamilton it has offices across Canada and globally. The company is recognized internationally for its work to push the boundaries of engineering and practical scientific knowledge. Sound and vibration at RWDI spans the company’s subject areas of environment, buildings, wind load and its effects. This article illustrates some types of sound and vibration work conducted at RWDI. RWDI est un fournisseur de services specialises et expert-conseil en ingenierie et autres sciences, ayant un siege social situe a Guelph et possedant plusieurs bureaux satellites partout au Canada et dans le monde. RWDI est mondialement reconnu comme etant une entreprise qui pousse les limites d’ingenierie et des sciences. Chez RWDI, l’expertise en bruit et vibrations se retrouve dans plusieurs de nos domaines de services, soit par exemple, l’environnement, les bâtiments et les effets de charges dues aux vents. Cet article illustre les differents types d’etudes sur le bruit et les vibrations menees par RWDI.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".