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Record W4385332958 · doi:10.1101/2023.07.28.550867

Perceived Timing of Postural Instability Onset With and Without Vision

2023· preprint· en· W4385332958 on OpenAlexafffund
Robert E McIlroy, Michael Barnett‐Cowan

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2023
Typepreprint
Languageen
FieldHealth Professions
TopicNoise Effects and Management
Canadian institutionsUniversity of Waterloo
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsStimulus (psychology)PsychologyAudiologySensory systemPerceptionSimultaneityAffect (linguistics)Cognitive psychologyCommunicationMedicineNeuroscience

Abstract

fetched live from OpenAlex

Abstract Background Vision can significantly impact both the perception and behaviour related to postural control. This study examines the influence of vision on the perception of postural instability onset. Previous research employing Temporal Order Judgment (TOJ) tasks to investigate the perceived timing of postural perturbation onset has not incorporated visual cues. Research question Does the presence of visual feedback affect the point of subjective simultaneity (PSS) between postural perturbation onset and an auditory reference stimulus and does this additional sensory cue increase TOJ precision? Methods Using a lean-and-release paradigm, 10 participants were exposed to postural perturbations in both eyes closed (EC) and eyes open (EO) conditions using a TOJ task where they indicated whether they perceived postural instability onset or sound onset as occurring first for each trial. Separate paired t-tests between EC and EO PSS and just noticeable difference (JND) values were used. One-sample t-tests were also used on PSS values for both conditions, comparing them to 0ms (true simultaneity). Results The EC condition demonstrated a perceived delay of postural instability onset by 25.78 ms, while the EO condition showed a perceived delay of the auditory stimulus by 12.33 ms. However, no significant differences were found between the conditions or in comparison to true simultaneity. Mean JND values for EC (39.88 ms) and EO (46.48 ms) were not significantly different, suggesting visual information does not affect response precision for this task under these conditions. Significance These findings indicate that visual information does not significantly affect the perception of postural instability onset. This suggests that visual information may play a limited role in the early perceptual stages of postural instability.

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)0.000
metaresearch head score (Gemma)0.003
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 score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
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)0.0020.000

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 head0.039
GPT teacher head0.331
Teacher spread0.291 · 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

Citations2
Published2023
Admission routes2
Has abstractyes

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