“That Poem Was Pretty Wild to Me”: On Personal Safety and Precarious Moments in Teacher Candidates’ Responses to Sexual Assault Narratives
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
Please note that some discussions of domestic, sexual, and racial violence are included in this article. This article explores how teachers and students in a teacher training program constructed precarious moments by engaging with sexual assault literature and pedagogy that centers rape culture and sexual trauma. In this qualitative feminist study, 23 participants took up readings of a sexual trauma text set and responded to pedagogy for teaching such texts with adolescent students in the Canadian K-12 public school system. A focal aim of this project is to think ahead to how teachers in training might cultivate radical communities prepared to address the pervasiveness of sexual assault and the insidiousness of rape culture in the secondary English classroom. As such, the ways in which teacher candidates’ experiences of and witnessing precarious personal safety, as well as how precarious moments impacted their attitudes toward considering this pedagogy in particular, are analyzed.
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.
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 | 0.022 | 0.044 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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