“There’s a Cultural Pride Through Our Games”: Enhancing the Sport Experiences of Indigenous Youth in Canada Through Participation in Traditional Games
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
The purpose of this community-based participatory research was to better understand how participation in traditional games can enhance the sport experiences of Indigenous youth. Eight Indigenous youth (14-18 years) and 10 adults living in various communities in the Northwest Territories, Canada, participated in either a one-on-one interview or group interview. Data were analyzed using an inductive content analysis approach, and findings suggest that participating in traditional games can enhance the sport experiences of Indigenous youth by (a) promoting cultural pride, (b) interacting with Elders, (c) supporting connection to the land, (d) developing personal characteristics, and (e) developing a foundation for movement. This research advances the sport literature and provides necessary insights regarding traditional games for sport programmers and policy makers.
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 | 0.001 | 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 | 0.001 |
| 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