Family Law Proceedings and the Child's Right to be Heard in <scp>A</scp>ustralia, the <scp>U</scp>nited <scp>K</scp>ingdom, <scp>N</scp>ew <scp>Z</scp>ealand, and <scp>C</scp>anada
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 article examines the child's right to be heard in family law proceedings in four international jurisdictions, comparing laws, practices, and attitudes relating to children's participation. It critiques the methods by which children's views are heard and discusses the significant variations in each country's approach to listening to children. The article discusses each system's strengths and weaknesses in promoting children's right to be heard, reviewing international literature and highlighting recent initiatives to promote children's participation, such as the 2010 U nited K ingdom guidelines for judges meeting with children. The article concludes that there is little consistency in how children's voices are heard in family law matters internationally. One possible explanation is that each jurisdiction differs in its culture of and attitude toward children's rights. Keypoints Children's views in family law matters Comparative analysis of law and practice in Australia, the United Kingdom, New Zealand, and Canada Child's right to be heard
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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 | 0.011 | 0.025 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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