“Girls Don’t Like Cars, They Like ‘Girl’ Cars”: Kindergarten Children’s Conceptions of Gender and Play Materials
Bibliographic record
Abstract
Play is a central element of childhood through which children acquire physical, emotional, intellectual, and social skills. The gendered facets of play materials also influence children’s conceptions of themselves as gendered beings and what this implies about their position within the broader social world. Considering that much of the current research on gender and play materials does not actively seek children’s perspectives on their play choices, this research seeks to address this gap in the literature by striving to provide opportunities for children to express their insights and perspectives pertaining to gendered play. This small qualitative study with six kindergarten children focuses on their conceptions of the gender appropriateness of play materials. Themes elicited from participants’ responses include play materials as gender neutral, play materials as gender specific, gender flexibility, and contingent gender flexibility. Implications of these results as well as recommendations for early childhood practitioners and parents are provided.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".