Sexuality education in public schools in Australia and Aotearoa - New Zealand
Bibliographic record
Abstract
This book engages contemporary debates about the notion of secularism outside of the field of education in order to consider how secularism shapes the formation of progressive sexuality education. Focusing on the US, Canada, Ireland, Aotearoa-New Zealand and Australia, this text considers the affinities, prejudices, and attachments of scholars who advocate secular worldviews in the context of sexuality education, and some of the consequences that ensue from these ways of seeing. \n \nThis study identifies and interrogates how secularism infuses progressive sexuality education. It asks readers to consider their own investments in particular ways of thinking and researching in the field of sexuality education, and to think about how these investments have developed and how they shape existing discourses within the field of sexuality education. It hones in on how progressive sexuality education has come to develop in the way that it has, and how this relates to conceits of secularism. This book prompts a consideration of how 'progressive' scholarship and practice might get in the way of meaningful conversations with students, teachers, and peers who think differently about the field of sexuality education.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.011 | 0.005 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".