The Lives of Children and Adolescents with Disabilities
Bibliographic record
Abstract
"This book will be of interest to undergraduates, postgraduates and researchers in disability studies, childhood studies, medicine and health sciences, and sociology. It also provides insights that will be of use and value to professionals working with disabled children and adolescents in education, health and in disability-specific services. Opening with four narratives that offer the reader a window into the lived experience of disabled children, adolescents and their families, subsequent chapters explore a range of issues facing disabled children from early childhood through to late adolescence. Topics include family life, early intervention, inclusive and post-secondary education, the right to play, digital participation, the effects of labelling and matters relating to agency and sexuality. With chapters discussing research from Australia, Canada, Ireland, Italy, Malta, Mexico, New Zealand, Sweden and the UK amongst others, this book: -contributes to the existing body of knowledge about the lives of disabled children and adolescents, with a focus on socially-created disabling factors; -provides the reader with analysis of issues affecting disabled children and adolescents according to different conceptual frameworks, national contexts and with regard to different types of impairments/disabilities; -highlights the main issues that confront disabled children and adolescents, their families and their allies in the early twenty-first century; -highlights the importance of actively listening to the perspectives of disabled children and adolescents. It provides a rich source of knowledge and information about the lives of disabled children and adolescents, and a variety of perspectives on how their lives are affected by material and non-material factors, social structures and cultural constructions"--
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.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.008 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".