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Record W4392658329 · doi:10.1111/chso.12843

Sexuality education for disabled children and youth in Ontario, Canada: Addressing epistemic injustice through school‐based sexuality education

2024· article· en· W4392658329 on OpenAlex
Adam Davies, Samantha O’Leary, Jessica Prioletta, Bronte Shay, Malissa Bryan, Orion Neustifter

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueChildren & Society · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicFeminist Epistemology and Gender Studies
Canadian institutionsBishop's UniversityUniversity of WaterlooUniversity of Guelph
Fundersnot available
KeywordsHuman sexualitySexuality educationInjusticeSex educationSociologyGender studiesSocial injusticePedagogyPsychologySocial psychologyPolitical science

Abstract

fetched live from OpenAlex

Abstract While conversations pertaining to school‐based sexuality education are becoming more prominent, the experiences of disabled children and youth are still under‐discussed in research. Despite disabled childhood studies emerging as a field of inquiry, there is still a lack of critical conversation pertaining to disabled students' sexuality education within their respective schooling. This article draws from Fricker's theory of epistemic injustice to describe some of the ethical questions that arise in the denial of disabled children and youth's access to sexuality education in school contexts. By engaging with relevant literature on sexuality education and disabled students in schooling, this article puts forward that the continual exclusion of disabled students from accessing school‐based sexuality education promotes a form of epistemic injustice and silencing of the voices, perspectives and experiences of disabled students.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.155
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.044
GPT teacher head0.341
Teacher spread0.298 · 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