Children's perceptions and comforting strategies to infant crying: Relations to age, sex, and empathy‐related responding
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
This study aimed to examine child characteristics associated with the understanding of and responses to infant crying. Seven hundred and twenty-four 1st to 7th grade children (383 boys, 341 girls) were shown a picture depicting a crying infant, whereupon they were asked to generate the potential causes for infant crying along with the action responses that they might utilize to assist a crying baby. Self-reports of children's empathy-related responding were also obtained. As hypothesized, an age-related increase in the number, variety, and quality for causes for infant crying and strategies to help a crying infant were observed. Girls generated a higher mean number and variety of causes compared to boys. For older children (grades 4-7), dimensions of empathy-related responding, namely sympathy and perspective taking, were significantly associated with the number and variety of causes for infant crying and caregiving strategies. The findings support the conclusion for a developmental progression of understanding of facial expressions of infant crying across middle childhood.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.002 |
| 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