The temporal relationship between speech and manual communicative gesture in children with specific language impairment
Why this work is in the frame
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Bibliographic record
Abstract
This study examined the relationship between word frequency and timing of communicative gestures in children with specific language impairment (SLI) and typically-developing (TD) children. Nine children with SLI and twelve age-matched TD children produced a narrative after watching an animated cartoon. Redundant gesture-speech pairs were identified and coded for temporal alignment between gesture and speech onset and gesture duration. Word frequency for the co-occurring words was determined using the SUBTLEXus database. No significant group differences were found for temporal alignment or gesture duration. However, word frequency was associated with temporal alignment and gesture duration in TD children, but not in children with SLI. This finding suggests that the role communicative gestures play in lexical access may be different in children with SLI relative to TD children.
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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 | 0.001 | 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 it