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Record W2162714593 · doi:10.1177/1363459313476967

Becoming men: Gender, disability, and transitioning to adulthood

2013· article· en· W2162714593 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHealth An Interdisciplinary Journal for the Social Study of Health Illness and Medicine · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Education and Societal Dynamics
Canadian institutionsHolland Bloorview Kids Rehabilitation HospitalUniversity of Toronto
FundersCanadian Institutes of Health Research
KeywordsNarrativeNormativeIntersectionalityGender studiesHabitusLife course approachDisability studiesNarrative inquiryPsychologyDevelopmental psychologySociologySocial science

Abstract

fetched live from OpenAlex

Children and youth with progressive conditions are living longer, and there is increased interest in designing programs that will assist them with "transitioning" to adulthood. Almost none of the transitions research to date, however, has attended to the experiences of disabled boys in "becoming men," nor has there been critical conceptual work problematizing notions of "normal" adulthood or theorizing the complex, diverse, and gendered experiences of transitioning. In this Canadian study, we investigated the intersectionality of gender, disability, and emerging adulthood with 15 young men with Duchenne muscular dystrophy. Participants created audio diaries and photographs that were explored in in-depth interviews. Using a Bourdieusian lens and Arthur Frank's notion of the narrative habitus, we examined how participants re/negotiated identities in everyday practices. Our analysis suggested that disability, masculinities, and generational (life stage) identities intersected through "narratives of nondifference," wherein participants worked to establish identities as typical "guys." Within limited fields of school and work, participants distanced themselves from the label of "disabled" and discussed their successes and challenges in terms of normative developmental trajectories. We suggest that the pursuit of "normal" is reproduced and reinforced in health and social programs and closes off other narratives and possibilities.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.221
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0190.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.097
GPT teacher head0.487
Teacher spread0.390 · 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