Autism Spectrum Disorders in Popular Media: Storied Reflections of Societal Views
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
The purpose of this paper is to explore how exceptional characters with Autism Spectrum Disorders (ASD) are typified in a world that is becoming increasingly influenced by popular media. Considerations focus on how these representations may or may not affect realistic social understandings of children and adults with exceptionalities. In order to make sense of and engage with such ‘storied representations’ a variety of perspectives are introduced depicting varied characterizations of those with ASD from current media sources, popular and independent movies, fictional novels, and children’s picture books. How different representations both reflect and shape readers’ or viewers’ perceptions of ASD are explored. Such perceptions impact students prior to entering the inclusive classroom, and are worthy of further investigation. Additionally, why and how this may or may not relate to social reality and authentic ideas of personhood is questioned.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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