Bibliographic record
Abstract
This paper contemplates the absence of Indigenous perspectives within autism discourse in Canada, despite increasing concern and surveillance over a growing autism ‘epidemic.’ I posit that the simultaneous production of a fetal alcohol spectrum disorder (FASD) ‘epidemic’ among Indigenous populations contributes to this absence. Taking a genealogical approach to the emergence of FASD as a diagnostic framework, I situate the FASD ‘epidemic’ and subsequent prevention campaigns within a lineage of biopolitical strategies aimed at limiting the reproductive agency of Indigenous women. I argue that this phenomenon has two main consequences: first, the erasure of Indigenous autistics and a homogenization of Indigenous neurodiversity; and second, I claim that the association of FASD with Indigeneity converts the violent outcomes of settler colonialism into an embodied pathology, working to justify ongoing dispossession of land and resources from Indigenous people.
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 | 0.006 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.022 | 0.021 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.002 | 0.016 |
| Research integrity | 0.003 | 0.009 |
| Insufficient payload (model declined to judge) | 0.011 | 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 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".