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Record W4415219441 · doi:10.33921/skt7xpdp

More Than Words: Literature Review of Sexual Culture for People who are d/Deaf

2025· article· en· W4415219441 on OpenAlexvenueno aff

Bibliographic record

VenueJournal of Interpersonal Relations Intergroup Relations and Identity · 2025
Typearticle
Languageen
FieldPsychology
TopicHearing Impairment and Communication
Canadian institutionsnot available
Fundersnot available
KeywordsHuman sexualityScripting languageFlourishingSexual behaviorSexual identityPsychological resilience

Abstract

fetched live from OpenAlex

Sexual scripts provide cultural frameworks for understanding dating and sexual experiences. This review explores how d/Deaf sexual scripts differ from Traditional Sexual Scripts (TSS). A systematic search across three databases identified 621 articles, of which 13 were analyzed. Findings reveal that d/Deaf sexual scripts lack traditional gender roles and sexual themes present in TSS. These differences may stem from limited sexual education and the impact of intimate partner violence within the d/Deaf community. Additionally, resilience plays a crucial role in fostering sexual flourishing among d/Deaf individuals. The study highlights the need for further research on gender-neutral roles, comprehensive sexual education, and sexual well-being in the d/Deaf population. Understanding these aspects can help develop inclusive approaches to sexuality that address the unique needs of d/Deaf individuals.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.520
Threshold uncertainty score0.486

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.014
GPT teacher head0.357
Teacher spread0.343 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2025
Admission routes1
Has abstractyes

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