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Enregistrement W7130316067 · doi:10.7202/1123399ar

Cognitive Accessibility, Ethics, and Rights in Research

2025· article· en· W7130316067 sur OpenAlexvenueno aff
Matthew Reason, Kelsie Acton, Daniel Foulds

Notice bibliographique

RevuePerformance Matters · 2025
Typearticle
Langueen
DomaineArts and Humanities
ThématiqueArtistic and Creative Research
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésLearning disabilityAutismThe artsSet (abstract data type)Order (exchange)Self-advocacyCognition

Résumé

récupéré en direct d'OpenAlex

This paper is about doing research with artists with learning disabilities and autism. Artists with learning disabilities or autism need to say yes to doing research. Researchers need to explain what will happen in the research. Often, researchers think that people with learning disabilities and autism can’t say yes to being part of research. This means researchers don’t study things that are important to people with learning disabilities and autism. So, people with learning disabilities and autism don’t get a voice. All the people who wrote this work on I’m Me. I’m Me was a research project that works with seven learning disability arts companies in the United Kingdom. We used drama, dance, music and art to understand identity, representation, and voice. This paper explores our approach to ethics on the project. We wanted to avoid what we describe as a “deficit model” of ethics. Instead we worked with learning disabled artists and researchers to develop a set of rights in research. How these rights were communicated was very important in order to ensure access and understanding. I’m Me used a range of methods, including illustrations, workshops, videos, and movement. As a result of this approach, we found artists started independently talking about their rights in research. Plain text abstract (adapted by Kelsie Acton with Daniel Foulds) This paper is about doing research with artists with learning disabilities and autism. Artists with learning disabilities or autism need to say yes to doing research. So researchers need to explain what will happen in the research. Often, researchers think that people with learning disabilities and autism can’t say yes to being part of research. This means researchers don’t study things that are important to people with learning disabilities and autism. So, people with learning disabilities and autism don’t get a voice. All the people who wrote this work on I’m Me. I’m Me was a research project that works with seven learning disability arts companies in the United Kingdom. We used drama, dance, music and art to understand identity, representation, and voice. We wanted to make sure the artists could decide if they wanted to be a part of the research. To do this we assumed that people with learning disabilities and autism can be a part of research, assumed that people with learning disabilities and autism have rights in research, and did not assume that people with learning disabilities and autism need to be protected. Practically, we used plain language, pictures, We found: Making sure artists knew their rights took time. We needed to talk about artists’ rights several times. But artists understood their rights better when they talked about them more. Giving artists credit for their work is important. But making sure that people reading research don’t know who the research is about is also important. We found it hard to explain when artists’ names would and wouldn’t be used. We needed to experiment to find the best way. Learning how to give people with learning disabilities and autism the information they need to decide if they want to be part of research is important.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,084
score de la tête « metaresearch » (Gemma)0,078
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesMétarecherche
Catégories consensuellesaucune
DomaineSignal candidat: Méthodes · Signal consensuel: aucune
Devis d'étudeSignal candidat: Théorique ou conceptuel · Signal consensuel: Théorique ou conceptuel
GenreSignal candidat: Méthodes · Signal consensuel: aucune
Score de désaccord entre enseignants0,916
Score d'incertitude au seuil0,446

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0840,078
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0040,002
Études des sciences et des technologies0,0120,192
Communication savante0,0190,025
Science ouverte0,0020,016
Intégrité de la recherche0,0070,009
Charge utile insuffisante (le modèle a refusé de juger)0,0030,001

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,223
Tête enseignante GPT0,457
Écart entre enseignants0,234 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Devis d'étudeThéorique ou conceptuel
DomaineMéthodes
GenreMéthodes

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2025
Routes d'admission1
Résumé présentoui

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