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Record W2321118200 · doi:10.2514/6.2003-5677

The Effects of Simulator Motion on Handling Qualities

2003· article· en· W2321118200 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueAIAA Modeling and Simulation Technologies Conference and Exhibit · 2003
Typearticle
Languageen
FieldEngineering
TopicAerospace and Aviation Technology
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsComputer scienceSimulationMotion (physics)Human–computer interactionArtificial intelligence

Abstract

fetched live from OpenAlex

Ground-based flight simulation can be a vital tool in the assessment of h andling qualities. The strengths and weaknesses of ground-based flight simulators are well documented and understood, but the effects of individual simulator characteristics on handling qualities are not. This study investigated the effects of simulator motion on handling qualities and to a limited extent, pilot behavior and adaptation/learning effects. An experiment was conducted on the motion simulator at the University of Toronto. A lateral tracking task was selected. Three qualified test pilots part icipated in the evaluation trials. The experiment variables included lateral aircraft dynamics, simulator motion washout filter coefficients and disturbance intensities. Four sets of aircraft dynamics were tested under three different simulator motion co nfigurations. These motion configurations were, a) fixed -base, b) with low motion washout levels, and c) with high washout levels. The results indicated that low motion washout levels were preferred to fixed -base, while fixed -base was preferred to high le vels of motion washout. Some insight into pilot behavior and learning effects was also gained. The results suggested that motion caused pilots to alter their control strategy and flying technique for the same aircraft dynamics.

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)0.000
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: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.151
Threshold uncertainty score0.393

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 head0.016
GPT teacher head0.232
Teacher spread0.216 · 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