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Record W2990603905 · doi:10.22215/cjcr.v6i1.1976

Metaeugenics and Metaresistance: From Manufacturing the ‘Includeable Body’ to Walking Away from the Broom Closet

2019· article· en· W2990603905 on OpenAlex
Anna Williams

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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian Journal of Children s Rights / Revue canadienne des droits des enfants · 2019
Typearticle
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsnot available
Fundersnot available
KeywordsClosetHuman rightsPolitical scienceLawConvention on the Rights of Persons with DisabilitiesSociologyDiscretionIntervention (counseling)Environmental ethicsPsychologyEngineering

Abstract

fetched live from OpenAlex

The governance of rights is a complex project of exercising ethical discretion in a systemically unethical society. This paper troubles the efficacy of rights as governable by exposing tensions within and between the Convention on the Rights of the Child (CRC) and the Convention on the Rights of Persons with Disabilities (CRPD). Grounded in a critical disability studies perspective, I question the possibility of respecting disability as a natural part of human diversity while simultaneously proposing that disabled children have a right to intervention. Who governs the definition of “health”, of “development”, of “access”, or of “best interests”? I interrogate the function of rights-based discourses in a global culture that has yet to fully abandon the project of eugenics. I present disturbing relations between researcher and subject in case studies of wearable technologies for autism intervention as a challenging site of analysis for the ethics of these interventions. I call us to question who truly benefits when we engage in the production of ‘includable bodies’ rather than the deconstruction of exclusionary environments.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.606
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.013
GPT teacher head0.226
Teacher spread0.213 · 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