Shyness, social engagement, and conversational response times in children's dyadic interactions with an unfamiliar peer
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.
Bibliographic record
Abstract
Abstract To be a desirable social partner and develop healthy relationships with peers, a child must be able to engage with peers across a variety of contexts. Understanding the factors supporting high levels of social engagement with peers is thereby essential, requiring the development of nuanced and ecologically valid indices of social engagement. Building on recent adult work, the current study explores conversational response time as a novel index of children's social engagement with peers in a dyadic context. This study further explores relationship between conversational response time and children's shyness. Fifty‐six 9‐ to 11‐year‐old children interacted with an unfamiliar peer in an unstructured setting and completed a self‐report measure of shyness. Children's behaviour was coded for their conversational RTs and overall social engagement. Faster conversational RTs were significantly related to children's own social engagement and marginally related to their partners' engagement. Moreover, higher shyness in children's partners predicted faster conversational RTs in children themselves. New directions for using conversational RT as an index of children's social engagement and implications for accounts children's social development are discussed.
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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 | 0.001 | 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) | 0.001 | 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