Adventure education – a new way to confront reality!
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Purpose This paper aims to outline the principles and supporting rationale for the utilization of adventure education in enhancing individual and team synergy for future organizational requirements. Design/methodology/approach An examination of theorists' perspectives on adventure education was undertaken to determine the relevancy of the theory to guide individual and group learning to support and enhance individual and team learning in a changing business environment. Findings The paper advocates that an understanding of the adventure education concept can enable business leaders to build individual and team synergy to create practical business strategies to support organizational goals, which in turn will lead to enhanced competitiveness and growth opportunities. Practical implications Understanding the parallels between training and everyday situations, will enable business leaders to utilize adventure activities to facilitate a continuous learning culture while at the same time building individual and team synergy in support of improved organizational excellence. Originality/value This paper presents an overview of the relevance of adventure education which both enhances personal knowledge and understanding at practical level so as to enable business leaders to gain insight on the inherent factors that may be influenced to advance organizational goals and objectives.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| 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) | 0.006 | 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 it