Canadian Elementary School Teachers’ Perceptions of Gender Differences in Shy Girls and Boys in the Classroom
Bibliographic record
Abstract
Shyness may play a significant role in children’s socio-emotional and cognitive competence in the classroom. This qualitative study investigated elementary school teachers’ perceptions of the concept of shyness in their students. In particular, we explored teachers’ perceptions regarding the role that gender plays in shy children’s behaviours, and their suggestions for educational strategies for shy girls and boys to improve their socio-communicative competence and socio-emotional literacy. Twelve elementary school teachers (10 female, 2 male) participated in interviews about their thoughts/beliefs and feelings/attitudes regarding their experiences with shy girls and boys in the classroom. Overall, findings point to differences in teachers’ perceptions of shyness in boys and girls in the classroom, and suggest that some teachers perceive that shyness may be particularly problematic for boys. Findings are discussed in terms of inclusive and holistic educational programs that promote emotional and social competence among all children.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".