International Discourse on Child Participation in Family Justice
Bibliographic record
Abstract
<p>Family justice has undoubtedly molded in an interesting shape throughout the century. Recent development upholds the sovereignty of children’s right over the traditional paternalistic and maternal preference in deciding matrimonial disputes. Affording right to children to participate in matrimonial proceeding will surely be debatable and bring about further complex issues to the proceeding since children are viewed as vulnerable group who must be protected from any harm. Hence, this article intends to review the international discourse ranging from the children’s right and family justice as undertaken internationally and provides commentary on Malaysian current practice. Results indicated that statutory provisions in Malaysian laws value the wishes of a child only in custody cases but the practice is slightly erratic as distinctive judges have different practices. It is submitted that a comprehensive guideline on judicial procedure are then required to be developed in ensuring that <em>Justice must not only be done; but must be seen to be don</em>e to all parties including the children.</p>
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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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".