The Meanings Jamaicans Associate with Corporal Punishment
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
This study examined the meanings Jamaicans associate with corporal punishment and its perceived effects on children, caregivers’/parents’ relationship with children and in a broader sense, Jamaican culture. A total of 183 readers’ comments on 13 articles that focused on corporal punishment—published in a prominent Jamaican online newspaper—were qualitatively analysed. The results indicated that not all Jamaicans engage in or embrace the use of corporal punishment. There is a clear divide between Jamaican individuals who practise corporal punishment and those who believe it is socially unacceptable. Those in favour of it reported that it was religiously justified and effective as a method of discipline. Opponents of this view highlighted the negative physical and mental effects of corporal punishment on children and provided alternative discipline methods that were less punitive and more responsive to the needs of children and the parent–child relationship. Implications of the results are discussed.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| 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 it