Performing <i>Pimâtisiwin</i>: The Expression of Indigenous Wellness Identities through Community‐based Theater
Bibliographic record
Abstract
The performing arts can be a powerful means of wellness, identity exploration, and positive social representation for Indigenous young people. In this article, we outline the results of a year-long collaborative study that explored Indigenous young peoples' relationships between the performing arts, wellness, and resilience. Twenty in-depth interviews were conducted with 10 Cree and Métis youth about their participation in the Circle of Voices theater program at the Gordon Tootoosis Nik̄an̄iw̄in Theatre in Saskatoon, Saskatchewan, Canada. A strength-based analysis focused on performing pimâtisiwin, that is, how young people learn to enact, protest, and play with a wide range of social identities, while also challenging racially stereotyped identities often imposed on them within inner-city environments. This research critically engages performative theory to more readily understand aspects of Indigenous youth identity and wellness and offers new empirical and methodological directions for advancing Indigenous youth wellness in urban settings.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".