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Record W4399298972 · doi:10.1177/10778004241254394

Interpretive Methods in Disability Studies: Dyslexia Inflected Inquiry

2024· article· en· W4399298972 on OpenAlexafffund
Tanya Titchkosky

Bibliographic record

VenueQualitative Inquiry · 2024
Typearticle
Languageen
FieldPsychology
TopicHearing Impairment and Communication
Canadian institutionsUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of CanadaWellcome Trust
KeywordsDyslexiaDisability studiesPsychologyAutoethnographyQualitative researchLearning disabilityPedagogyLinguisticsEpistemologySociologyReading (process)Developmental psychologyGender studiesPhilosophySocial science

Abstract

fetched live from OpenAlex

This article explores how disability studies can take shape as an interpretive method and how disability-perception can influence this. My exploration is organized in relation to the following question: In what ways might attention to dyslexia as an interpretive act inflect social inquiry? I treat interpretive methods as a form of inquiry that attends to the social activity of interpretation itself and I regard dyslexia as part of such activity. A key issue for such inquiry is how to methodically engage appearances as an interpretive encounter: That is, how can we make the taken-for-granted activity of perception as interpretation available for reflection and keep the subject ∞ object chiasma* relation a primary focus? Disability studies is a starting point for such inquiry in at least two ways: (a) it brings to attention the ways in which people interpret disability and (b) it considers how impairment experience itself is an interpretive modality that can momentarily disrupt the normative flow of common-sense, revealing aspects of the act of interpretation, and making it available for reflection. This article will show how the perception of disability as well as disability-perception can be regarded as enacting a “pause” in the everyday flow of common-sense and, thereby, encounter interpretive acts as an occasion for further inquiry. I turn to descriptions of perceptions and experiences of dyslexia as interpretive scenes where the normative order of ordinary interpretation can be revealed. I address various ways that dyslexia is described as a disruption to the normative order of language, especially the written word, print-language, even as the term dyslexia is used as a sense-making-device to reassert the primacy of normative expectations and values in literate-culture. As a sense-making-device imposed from without or as experience that seems to come from within, or as both, the appearance of “dyslexia” serves as a primal scene for uncovering the ways in which the social order of interpretation works. *Chiasma is not a dyslexic rendering of “chasm.” Instead, chiasma refers to the crosswise relation between concepts and structures that rely on each other for their meaning, for example, reading and readers; subject and object.

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)0.091
metaresearch head score (Gemma)0.091
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.091
Threshold uncertainty score0.481

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0910.091
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0100.009
Science and technology studies0.0120.113
Scholarly communication0.0270.023
Open science0.0040.024
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0030.001

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 head0.393
GPT teacher head0.650
Teacher spread0.258 · 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 designQualitative
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

Citations2
Published2024
Admission routes2
Has abstractyes

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