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Record W6923641307 · doi:10.14288/1.0378185

Conceptualising Addiction as Disability in Discrimination Law : A Situated Comparison

2019· article· en· W6923641307 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Collections · 2019
Typearticle
Languageen
FieldPhysics and Astronomy
TopicHistorical Astronomy and Related Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAddictionSituatedCharterAbleismFace (sociological concept)IntersectionalityPower (physics)Work (physics)Legislation

Abstract

fetched live from OpenAlex

People labelled as having an addiction and people with disabilities face significant discrimination in their daily lives. In countries where targeted disability discrimination law is applied, it is often assumed that including addiction in the definition of disability will protect those labelled as having an addiction from discrimination. Several scholars have considered the effects of excluding addiction from the remit of discrimination law, but there has been less work examining the consequences – both positive and negative – of including addiction. Using the method of ‘situated comparisons’ developed by intersectionality scholars, this article interrogates how addiction and disability are co-constituted in two contrasting legal and geographical contexts, where people labelled as having an addiction have sought to assert their right to equality before the law. By comparing the application of targeted discrimination law in Australia with a human rights charter in Canada, it demonstrates how systems of power such as ableism and neoliberalism work through the law to co-constitute addiction and disability in ways that are stigmatising, even within legal approaches that aim to eliminate discrimination. Furthermore, the law, in both contexts, fails to recognise the intersectional nature of discrimination often experienced by these groups. The article contends that conceptualising addiction as a disability will not necessarily reduce the discrimination faced by people labelled as having an addiction; and concludes with recommendations for both policy and legal practice.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.889
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.015
GPT teacher head0.282
Teacher spread0.267 · 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 teacher head, not a consensus.

Study designNot applicable
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

Citations0
Published2019
Admission routes1
Has abstractyes

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