Outdoor education in Canadian public schools: Connecting children and youth to people, place, and environment
Bibliographic record
Abstract
The roots and goals of outdoor education (OE) in Canada are often linked to the Canadian summer camp tradition that emerged in the early 1900s which centered around character development, and the environmental movement of the 1950s and 1960s. However, a comprehensive understanding of the philosophies, goals, and activities of modern Canadian OE K-12 programs is unclear. Therefore, the purpose of this study is to identify the underlying philosophies, learning goals, and activities of K-12 OE programs in Canada. Using a descriptive research design, we conducted a web-based survey consisting of closed-and open-ended questions of 100 K-12 programs across Canada. Our findings indicate the programs are grounded in hands-on experiential learning that is holistic and integrates knowledge from a variety of disciplines. Primary learning goals include personal growth, community building, environmental stewardship, and people and place consciousness. OE activities varied but commonly included basic outdoor skills that can be practiced regardless of seasons. Implications for K-12 programming are discussed.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.010 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| 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 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".