A critical examination of teachers’ approaches to sexuality education in kindergarten
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
In this paper, we draw on critical theorisations to examine kindergarten teachers’ approaches to sexuality education. A qualitative study was carried out using semi-structured interviews with ten teachers and classroom observations in four classrooms in Quebec, Canada. Data analysis revealed that the teachers in the study agreed that sexuality education in kindergarten was important and beneficial. However, narrow perceptions of kindergarten children’s capacities to engage with sexuality content informed classroom approaches in ways that limited children’s access to comprehensive and critical forms of sexuality education. We conclude by recommending a theoretical shift away from relying exclusively on developmental frameworks and to engage with critical theory when designing and implementing sexuality education with young learners.
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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