Divided Communities and Absent Voices: The Search for Autistic BIPOC Parent Blogs
Bibliographic record
Abstract
Both autistic adults and families of autistic children rely heavily on blogs and other digital platforms to create community and gain experiential knowledge about autism, but research on autism blogs has failed to distinguish between the perspectives of autistic adults and neurotypical parent bloggers. Furthermore, intersections in the experiences of BIPOC autistics are rarely examined. Using a content analysis with a feminist Critical Disability Studies lens, I explore six autism parent blogs from diverse demographics: a white neurotypical father, a white autistic mother in an interracial relationship, a white neurotypical mother, an Indigenous autistic trans father, a Black autistic nonbinary mother, and a Black neurotypical mother. I examine the attitudes of these bloggers to get a sampling of their opinions on autism, how they parent autistic children, and how their social location, specifically race, impacts their experiences. More intersectional research needs to be done to boost the perspectives of BIPOC autistics and the expertise of autistic parents.
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 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 | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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 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".