The Syrian Canadian Sports Club: A Community-Based Participatory Action Research Project with/for Syrian Youth Refugees
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
In this paper, we share the rationale, process, and results related to a community-based participatory action research (PAR) project in which we, among other things, aimed to attend to the underrepresentation of newcomer youth in community sport and recreation pursuits. By way of engaging with one rural county’s Syrian youth refugee population while also attending closely to a social ecological framework, we first identified obstacles and opportunities related to multiple systems (i.e., individual, social/interpersonal, organizational/community, public policy). Drawing upon multiple data sources (i.e., photos and photovoice, participants’ drawings and notes, participant-researchers’ field notes, and focus group interviews) to inform our subsequent plan-act-observe-reflect action research cycles, we and our Syrian youth participants co-created and implemented the Syrian Youth Sports Club. In addition to describing the rationale and process related to this Syrian Youth Sports Club, we focus herein upon the results, which primarily relate to participants’ experiences becoming (physically literate) and belonging.
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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 | 0.016 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.021 | 0.003 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 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