A Person First: a workshop to help teens support friends with mental problems
Bibliographic record
Abstract
The author of this study, a First Nations teacher, has designed a culturally sensitive workshop for northern youth addressing mental health concerns. The ten hour workshop, entitled A Person First!, will encourage youth to consider the harmful impact of stigma on people who have mental health issues. The need for a workshop that appeals specifically to First Nations youth is evident in Yukon and in other northern communities, currently there is a lack of culturally relevant workshops that addresses mental health issues in remote northern communities. A Person First! Is geared towards First Nations learners and will be presented n the context of the cultural beliefs systems within their own communities. The author has presented a leader's guide for local facilitators that includes instructions for the use of video clips, circle discussions, and a self-reflection tool based on the Medicine Wheel. The workshop design, supported by research, recommends community education to promote youth resilience through stigmas reduction and peer support. As community-based education, this workshop was designed to stimulate transformative change in youth thinking and behavior so that peers experiencing mental health issues will experience a supportive environment.
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How this classification was reachedexpand
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) | 0.002 | 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 teacher head, 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".