Women’s Experiences of Nature as a Pathway to Recovery From Sexual Assault
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
Given the serious challenges faced by female survivors of sexual assault, an understanding of how they heal after such an experience is vital. Yet little is known about how being in nature may be helpful in this regard. The purpose of this qualitative study was to develop an in-depth understanding of how nature helps women heal from sexual assault. A narrative analysis of semi-structured interview data provided by four female sexual assault survivors generated four main themes. These themes point to how nature served as a source of emotion regulation and spiritual connection, as well as how it facilitated greater acceptance and reduced dissociation. Themes also indicated reduced negative thinking and rumination, and increased attention to the here and now. Findings are contextualized within the existing literature on sexual assault, and implications for counselling and psychotherapeutic practice with survivors are provided.
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 | 0.000 | 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) | 0.014 | 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