Body mapping as a site to negotiate eating struggles and food insecurity for street-involved and homeless youth
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
Inspired by critical trauma and embodiment theories, this study aims to illustrate how an arts-based approach such as body mapping assists in exploring the lived experiences of youth, potentially serving as a trauma-informed approach. This qualitative study collaborated with street-involved and homeless youth (SIHY) who have eating struggles while living in situations of food insecurity and other forms of oppression. Eleven participants partook in three individual face-to-face interview sessions and one arts-based body map activity, respectively, at a local SIHY resource centre in a metropolitan city in Canada. Guided by Interpretative Phenomenological Approach (IPA), our findings illustrated how body mapping (1) enabled a deepened understanding of SIHY’s eating struggles as both a form of suffering and an embodied means of coping with food insecurity and other systemic and relational trauma(s); (2) provided a transformative experience leading to greater self-compassion and healing; and (3) served as a trauma-informed method that fostered choice and validation. We attest that, as a creative and supportive clinical and research tool, body mapping taps into the unspoken, expressive, embodied, and somatic aspects of eating struggles, food insecurity, poverty, and other forms of oppression deepening knowledge and informing social work research and practice.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 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