Portrayal of Adolescents with Autism Spectrum Disorders in Young Adult Literature
Bibliographic record
Abstract
Characters with autism spectrum disorders (ASD) have become increasingly popular in young adult literature. Using a case-study format, this article describes the communication, sensory, and social characteristics of eight protagonists in award-winning young adult novels. All told in the first person, these novels provide insight for young readers regarding what youth with ASD experience. General findings reveal that youth with ASD are portrayed as quirky geniuses, who are sensitive to sounds and light, and are thrown off by changes in routine or in the environment. Misunderstanding idioms is used as comic relief, as are the characters’ social faux pas. The characters do not represent the full range of individuals with autism spectrum disorders, especially those who also have cognitive and language impairments. However, the novels do portray sensory sensitivity well from a first-person perspective. Overall, the novels provide positive images that may challenge ableist attitudes and promote peer acceptance.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".