Student reflections on unexpected work transitions due to natural disaster in Chile
Bibliographic record
Abstract
OBJECTIVE: This article presents a reflection on four students' experiences on unexpected work transitions due to natural disaster in Chile. PARTICIPANTS: Discussions with locals encountered while traveling throughout Chile prompted the authors to explore the ideas of occupational identity and global stigma attached to unexpected work transitions. METHODS: The authors present here, excerpts from reflective journaling and an exploration of factors affecting certain individual's ability to adapt and regain occupational identity that has either shifted or been lost due to the effects of natural disaster. The authors explore both micro and macro level factors that may affect this occupational shift, and how attempts to maintain occupation after natural disaster is influenced not only by person factors, but largely by global perceptions of the country affected by natural disaster. RESULTS AND CONCLUSIONS: Lastly, the authors reflect on this experience from a student perspective, the impact it has on emerging occupational therapists, and the need for more focused research concerning global stigma and its cascading effects.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.006 |
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; both teacher heads agree on what is shown here.
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".