Developing Sensitive Sense and Sensible Sensibility in Pedagogical Work: Professional development through reflection on emotional experiences
Bibliographic record
Abstract
The increased influence of neoliberalism in education has allowed the trend of evidence-based teaching to dominate professional development in many Western countries. Despite increased and persistent neoliberal measures in education, education critics argue that neoliberal reforms have a naive view of teaching. This narrowed neoliberal view both ignores the complexities involved in the everyday interaction between teacher and student and constrains the teacher’s judgement thereby limiting their contribution in the educational process. Many educators will note the significance of reflection in learning as essential and often emotional. However, the emotional experiences embedded in teacher reflections are often ignored, even discounted, in the discussion of teachers’ professional development. Investigating this phenomenon of emotions in teacher reflections, analysed by drawing on lifeworld theory, revealed how emotional experiences can be a resource in teachers’ professional development. To acknowledge teachers’ emotional experiences means recognizing that the teacher’s subjective and lived body is involved in the reflective and learning process of becoming professional.
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How this classification was reachedexpand
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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 teacher head, 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".