A study of the essence of play experience to children living in Zanzibar, Tanzania
Bibliographic record
Abstract
This study aimed to gain an understanding of the essence of play experience to children in Zanzibar, Tanzania. A phenomenological approach using the photovoice method was adopted. The study was carried out over 4 weeks, with 12 boys and 4 girls. Four key themes emerged from the analysis of 116 photographs: creative play, physical play/games, football and equipment play. The findings suggest that play experience in Zanzibar has aspects of creativity and resourcefulness, and influences from tradition, culture and poverty. Furthermore, that opportunity for play may differ for children in Tanzania, compared with children in Western countries. Unequal boy and girl participants, and the lack of representation of children with a disability were some limitations of this study. The occupational therapy profession may want to further investigate the opportunities for play for children living in developing countries. Additionally, it may be valuable to look at different aspects of play, such as its meaning to children from different cultures and its potential restorative value for children who have experienced traumatic events.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".