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Record W1974412020 · doi:10.1167/5.8.662

Moving into adult vision: five-year-olds' immaturities in detecting second-order motion versus discriminating its direction

2010· article· en· W1974412020 on OpenAlexaff
Vickie Armstrong, T. L. Lewis, D. Maurer

Bibliographic record

VenueJournal of Vision · 2010
Typearticle
Languageen
FieldNeuroscience
TopicVisual perception and processing mechanisms
Canadian institutionsMcMaster University
Fundersnot available
KeywordsContrast (vision)Motion (physics)PsychologyGratingTask (project management)Sine waveMotion perceptionMotion detectionArtificial intelligenceCommunicationComputer visionOpticsAudiologyPhysicsComputer scienceMedicine

Abstract

fetched live from OpenAlex

We compared sensitivity to second-order (contrast-modulated) motion in 5-year-olds and adults using tasks that required the detection of motion vs. the discrimination of the direction of motion. For the motion detection task, participants viewed two 15x15° vertical sine-wave gratings separated by a 5° gap. Randomly, on each trial, one grating was stationary and the stripes in the other moved outward. Participants indicated which grating was moving. For the direction discrimination task, participants viewed one 15x15° vertical sine-wave grating that moved randomly to the left or right on each trial, and indicated the direction of motion. Each participant was tested on one of four temporal frequency-velocity combinations for each task. Contrast was modulated over trials according to a staircase procedure (Harvey, 1986) to measure the minimum contrast modulation yielding 82% correct responses. Results to date from 16 adults and 16 5-year-olds indicate that 5-year-olds' thresholds are lower for detecting motion than for discriminating its direction (p p > .20). Mean thresholds were lower in adults than in 5-year-olds for both tasks (p s < .001). The findings suggest that, at 5-years of age, the neural mechanisms underlying the detection of second-order motion are more mature than the mechanisms underlying the discrimination of the direction of second-order motion. A possible explanation is that, under the conditions tested, 5-year-olds relied on relatively mature temporal frequency-sensitive mechanisms to detect motion and relatively immature motion-sensitive mechanisms to discriminate the direction of motion. This hypothesis is supported by evidence that sensitivity to high temporal frequencies is mature at 12 weeks of age (Regan, 1981), while sensitivity to direction of second-order motion is still immature at 5 years of age (Ellemberg et al., 2003).

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
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 head0.026
GPT teacher head0.337
Teacher spread0.311 · 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
Published2010
Admission routes1
Has abstractyes

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