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Record W4393148038 · doi:10.17645/si.7747

Systemic Silencing Mechanisms in Autism/Autistic Advocacy in Ontario, Canada

2024· article· en· W4393148038 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSocial Inclusion · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsnot available
Fundersnot available
KeywordsAutismGene silencingPsychologySociologyPolitical sciencePsychiatryBiologyGenetics

Abstract

fetched live from OpenAlex

This article reveals how systemic ableism operates within grassroots organizations in Ontario, formulating a normative standard for being an autistic person. In‐depth interviews were conducted with 50 participants in the years 2021 and 2022, triangulated with document analysis from 2018 and 2022. The study participants consisted of autistic adults, parents, disability advocates, organizers of grassroots organizations, social workers, policy insiders, and academics. The findings show that most autistic adults are pressured to choose sides, either to join autism advocacy that is parent‐led or expert‐led or to become self‐advocates in autistic advocacy. This article offers an original finding that the value policy of pro/anti‐ABA of two grassroots organizations in the field of autism/autistic advocacy contributes to identity politics. Ableism operates through Pierre Bourdieu’s symbolic power, excluding autistic adults who do not fit into these two main categories of advocacy. Social oppression becomes multi‐directional as identity politics takes the stage and diverts from the original goals of social inclusion in advocacy. The concept of a grey area is introduced in theory building, to trouble the essentialist categories of autism/autistic advocacy and invite readers to commit to disability solidarity by moving beyond the dichotomy of sameness and difference.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.454
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.021
GPT teacher head0.321
Teacher spread0.300 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it