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Record W4384915826 · doi:10.1017/s2045796023000598

Insiders/outsiders of Canadian disability arts

2023· article· en· W4384915826 on OpenAlexaffabout
Eliza Chandler, Sean Lee, Lisa East, Megan Johnson

Bibliographic record

VenueEpidemiology and Psychiatric Sciences · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Rights and Representation
Canadian institutionsUniversity of GuelphToronto Metropolitan University
Fundersnot available
KeywordsContent (measure theory)Action (physics)PsychologyThe artsInternet privacyPolitical scienceComputer scienceLawMathematics

Abstract

fetched live from OpenAlex

Disability art is a burgeoning arts sector in Canada that takes the experience of disability as a creative entry point (Chandler, 2019;Chandler et al., 2021).Through creative practice, disabled artists often challenge normative ways of understanding disability by representing their embodiment in agentive, intersectional and nuanced ways that are driven by and authentic to their lived experiences (Abbas et al., 2004, p. 1).As Kelly and Orsini (2016) write, 'disability cultures and aesthetics can and do transform situated and lived experiences of difference' (p.4).Contributing to disability rights and justice, disability arts can confront ableism by asserting the agency, political will, creativity and collectivity of disabled people as culturally vital (Campbell, 2009;Ignagni et al., 2021;Ignagni and Schormans, 2016).Such a cultural redress is significant given that hundreds of thousands of disabled people were institutionalized throughout Canada starting in the mid-1800s; in Ontario, for instance, the first institution was opened in 1876, and the last closed in 2009 (Brown andRadford, 2015;Reaume, 2012).Considered 'mentally defective' and 'incurable' , developmentally disabled people were especially likely to be institutionalized (Brown, et al., p. 26).Institutionalization was partially motivated by the eugenic practice of custodialism that removed disabled people from public spaces, including spaces of arts and culture, because of the belief that their presence was detrimental to the growth of nation building (Malacrida, 2018;Voronka, 2008).There is a well-documented practice of curators coming into these institutions to select artwork created by institutionalized people to exhibit it as 'Outsider Art' or Art Brut (Prinz, 2017).Within (and outside of) disability arts cultures, Outsider Art is typically categorized as innocent, non-conscious art most often created by institutionalized artists who were self-taught, situated outside the mainstream art world and whose work was exhibited by nondisabled curators without crediting the artist (Chandler as cited in Chandler, 2017;Nelson, 2016;Prinz, 2017;Sandals, 2016;Swain, 2019).The practice of showing art created by disabled people as Outsider Art mirrored the ableist treatment that disabled people experienced inside of institutions based on the idea that they did not have the capacity to take care of themselves, express themselves, or assert agency in decision-making.As a result of the ways that ableism manifested in circles of Outsider Art, these artists were excluded from standard practices, such as attending exhibition openings or being asked to deliver artist talks (Gorman, 2007;Nelson, 2016).Further, if their artwork was purchased, they did not receive a percentage of the profits, and they were not supported in their professional development (Gorman, 2007;Nelson, 2016).Legacies of institutionalization persist, impacting disability activism, culture, and politics as well as our resistance.Sean Lee, Director of Programming at Tangled Art + Disability, Canada's leading disability arts organization, has observed that the mainstream art world continues to position artwork produced by disabled people as a therapeutic tool for healing non-normative bodies and minds rather than as artistic expression and as a vehicle for social change.Such assumptions have ongoing material effects on the lives of disabled people and contribute to the de-professionalization and depoliticization of disability arts.For example, as disability artist Aislinn Thomas (2021) reports, many artists working within day program structures (After deinstitutionalization, social service agencies in Canada started day programs for people with developmental disabilities to gather, learn life skills, and engage in recreational activities such as arts and crafts) still do not have ownership or control over their artwork, choice in subject matter or receive earnings from the sale of their work (para.4).The continuation of these ableist practices, particularly for artists working within institutions or organizations which mobilize the charity model of disability, has led many disability artists to distance themselves from Outsider Art and its paternalistic, exploitative past.It is often understood that this distancing is necessary for disabled artists to be recognized as professional artists and to gain access to training, funding and exhibition opportunities, which they have been historically denied.As disability studies scholar and artist Rachel Gorman wrote in 2007, '…as professional artists, we do need access to continuing professional development.Specifically, we need more workshops organized by artist/activists, rather than by non-disabled-identified artists who want to do away with technique or who push alternative techniques as a substitute for doing the work of translating and adapting technique for the participants' (p.50).

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)0.002
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.082
Threshold uncertainty score0.273

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0230.005
Scholarly communication0.0070.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0820.005

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 head0.179
GPT teacher head0.425
Teacher spread0.246 · 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 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".

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Citations1
Published2023
Admission routes2
Has abstractyes

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