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Record W2073222885 · doi:10.5589/q05-009

Recent Improvements to the NRC 9 m × 9 m Wind Tunnel

2005· article· en· W2073222885 on OpenAlexvenueno aff
Việt Dũng Nguyễn, Bernard Tanguay, Y. Mébarki, M. Deslauriers, Ali Rebaine, Yves Cronier, S. Bisson, L. Del Ciotto, C. Legare, Stuart Rutherford, O. E. Underhill, Christopher J. Mathias, Deukki Lee, L Smyth

Bibliographic record

VenueCanadian aeronautics and space journal · 2005
Typearticle
Languageen
FieldEngineering
TopicAerospace and Aviation Technology
Canadian institutionsnot available
Fundersnot available
KeywordsWind tunnelUpgradeEngineeringWakeMarine engineeringTurbulenceAutomotive engineeringAerospace engineeringMechanical engineeringMeteorologyPhysicsComputer science

Abstract

fetched live from OpenAlex

A brief overview of the facility's operational capabilities and testing techniques is provided. Recent improvements to the wind tunnel are discussed: (i) the installation and commissioning of a new twelve-pulse variable speed 8 MW fan drive, (ii) the overhaul of the tunnel's mechanical fan drive circuit and the tunnel's cooling water pump, and (iii) the development of measurement techniques such as the wake-scanning rigs, quick load check apparatus, and the use of infra-red cameras in the detection of laminar-turbulent transition on models. Future upgrade plans for expanded utilization of the wind tunnel for aircraft development are outlined.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.655
Threshold uncertainty score0.872

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.007
GPT teacher head0.193
Teacher spread0.186 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2005
Admission routes1
Has abstractyes

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