Outdoor education in Canadian post-secondary education: common philosophies, goals, and activities
Bibliographic record
Abstract
Abstract Canada has a long history of outdoor education (OE) in sectors including summer camps, K-12, and post-secondary education (PSE). However, previous research has demonstrated that OE is sometimes poorly understood in the PSE sector leading to program closures and limited program development. As a result, scholars have called for national and international collaboration to promote the value of OE including identifying common OE learning outcomes and the theoretical and philosophical underpinnings guiding OE practices. Therefore, the purpose of this study is to identify common philosophies, learning goals, and characteristics of PSE OE in Canada. Results reported here are part of a larger three-phase, exploratory sequential mixed-method project and used a convenience sample of PSE outdoor educators recruited from across Canada. Findings indicate that PSE OE in Canada is influenced by six common philosophies and includes five common learning goals. Overall, this study demonstrates that OE is well aligned with the common goals and missions of PSE in Canada.
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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 | 0.001 | 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) | 0.003 | 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".