From McDonaldization to place-based experience: revitalizing outdoor education in Ireland
Bibliographic record
Abstract
Outdoor education in Ireland, as in many countries, takes place in a variety of physical locations ranging from urban to wilder, minimally human influenced environments. Irish public outdoor education providers have traditionally placed little emphasis on cultural understandings of the places where learning occurs. Moreover, outdoor education commonly demonstrates characteristics of a McDonaldized experience as opposed to a place-based experience. This paper explores two topics that may help to explain why place is not to the fore in teaching and learning in Irish outdoor education practice: historico-cultural relationships with the land, and the impact of the rationalisation of place on outdoor education. We approach this conversation from the belief that places, as well as people, can teach and that a more conscious pedagogical engagement with place encourages deeper, richer learning experiences. We conclude this paper by outlining how a more place-focused practice may be developed in (Irish) outdoor education.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.024 |
| Scholarly communication | 0.010 | 0.007 |
| Open science | 0.002 | 0.019 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".