A Decade of Outdoors Experiential Workshops
Bibliographic record
Abstract
Though much literature describes the value of experiential and place-based learning experiences for participants, we have found little comparable literature regarding the facilitator experience. This paper provides current and future facilitators of workshops, especially those that take place outdoors, our reflections and ideas as facilitators, including tips for success. Our findings reinforce the conclusion that experiential learning can be as beneficial and transformative for facilitators as for participants, and that what we encounter during workshops parallels what students may go through in our classrooms as they learn. We identify five clear themes from facilitator reflections and encourage readers to consider leading an outdoor experiential learning sessions. Keywords: reflection, facilitators; outdoor education; place-based learning; conference pedagogy; educational development S’il existe beaucoup d’études décrivant la valeur des expériences d’apprentissage expérientiel axé sur la dimension locale, notre examen a révélé peu d’études du genre portant sur l’animateur. Notre article présente des idées, des réflexions et des conseils à l’intention des personnes qui animent ou animeront des ateliers, tout particulièrement des ateliers en plein air, en vue de la réussite de ces activités. Nos conclusions indiquent, premièrement, que l’apprentissage expérientiel peut être bénéfique et peut induire des changements chez l’animateur aussi bien que chez le participant et, deuxièmement, que notre expérience en tant qu’animateurs au cours des ateliers recoupe l’expérience d’apprentissage des étudiants en classe. Nous cernons cinq thèmes issus des réflexions des animateurs et nous encourageons les lecteurs de l’article à envisager la possibilité d’animer des sessions d’apprentissage expérientiel en plein air. Mots clés : réflexion, animateurs; enseignement en plein air; apprentissage axé sur la dimension locale; pédagogie de conférence; perfectionnement de l’enseignement
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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 | 0.011 | 0.015 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.012 | 0.002 |
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".