Play: Fostering relationships that inspire positive change in young people’s meaningful participation
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
Despite play’s recognition in the United Nations Convention on the Rights of the Child (UNCRC) and evidence that play is beneficial to children’s development, and a vehicle to support realization of other children’s rights, it is one of the most neglected rights of the child. An overarching devalue of play has implications on its relationship with children’s participation rights and correspondingly the realization of young people’s meaningful participation. This article explores the interplay between the right to play and children’s participation rights. Drawing upon a participatory play-based research qualitative study with young people at a youth-driven child rights workshop entitled XXXX and interviews with adults, the article considers the role of play in relational development for meaningful participation, as well as the devalue of play across young people and adults. The article concludes with a discussion of the implications of findings and provides recommendations for the role of play to co-create transformative participatory environments in research, policy, and programs.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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