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Record W4313462048 · doi:10.1089/aut.2021.0075

Imagining Neurodivergent Futures from the Belly of the Identity Machine: Neurodiversity, Biosociality, and Strategic Essentialism

2023· article· en· W4313462048 on OpenAlexaffabout
Jacky Ellis

Bibliographic record

VenueAutism in Adulthood · 2023
Typearticle
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsWestern University
Fundersnot available
KeywordsEssentialismSolidarityDiversity (politics)IndigenousSociologyNarrativePsychologyGender studiesPolitical sciencePhilosophyAnthropologyLinguisticsPoliticsLaw

Abstract

fetched live from OpenAlex

Several critiques have emerged of the neurodiversity paradigm and of claims made by activists in the Neurodiversity Movement. These critiques include concerns that the Neurodiveristiy movement downplays the differences between Autistic people. In this article, I argue that the neurodiversity paradigm is a strategically adopted response to current realities. Sometimes, it is strategically necessary to appeal to existing narratives about Autism, or to emphasize solidarity within the Autistic community over the autism spectrum's internal diversity. At times, this can lead activists to neglect a more nuanced articulation of the Neurodiversity paradigm, which allows for the diversity of our community while still calling for solidarity in the face of shared experiences of discrimination. I compare this strategy with strategies of strategic essentialism utilized in the Indigenous Rights movement in Canada. I also explore the ways in which discourses of ableism and racism have historically been intertwined. Both Autistic people and Indigenous people represent diverse communities that must grapple with externally imposed identities to access legal rights, and both identities have been denigrated as mentally inferior by non-Autistic and colonial powers. I conclude that it is sometimes necessary to employ these types of strategies to secure needed resources and protections. I call for both scholars and advocates to take a more intersectional approach to understanding how strategic essentialism is being deployed within the Neurodiversity Movement.

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 imitation

Not 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.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.085

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0150.126
Scholarly communication0.0170.020
Open science0.0020.013
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.039
GPT teacher head0.298
Teacher spread0.259 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations33
Published2023
Admission routes2
Has abstractyes

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