Developing Students' Emotional Competency Using the Classroom-as-Organization Approach
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
In management education, the classroom-as-organization (CAO) approach to teaching has been a topic of much discussion and debate. Given the authors' experiences in teaching sport event management, it is known that the CAO approach helps students develop greater self-confidence, greater self- and social awareness, and a greater understanding of what it is like to work in an organization. Until recently, however, the authors never examined how this approach impacts their students, nor did they have empirical evidence that the above outcomes are ever met. The primary purpose of this article is to outline the CAO pedagogy and complementary experiential learning activities used to develop students' emotional competency. In fulfilling this purpose, the authors present evidence from this study that provides empirical support for the continued and increased use of the CAO pedagogy in management education.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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