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Record W2510509034 · doi:10.1080/14681994.2016.1193133

Inclusive sex therapy practices: a qualitative study of the techniques sex therapists use when working with diverse sexual populations

2016· article· en· W2510509034 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.

Bibliographic record

VenueSexual & Relationship Therapy · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicMarriage and Sexual Relationships
Canadian institutionsMcGill University Health CentreMcGill University
Fundersnot available
KeywordsSex therapyPsychologyQualitative researchClinical psychologyPsychotherapistDevelopmental psychologySexual dysfunctionPsychiatrySociology

Abstract

fetched live from OpenAlex

Attention to the clinical needs of diverse client populations, including lesbian, gay, bisexual, trans* and queer (LGBTQ) clients, openly non-monogamous clients, and bondage and discipline, sadism and masochism (BDSM) lifestyle clients, has grown in recent years. This study reports interview-based qualitative research findings, from a sample of sex therapy specialists and subject-matter experts (n = 34), on key clinical principles and practices used in the treatment of such diverse client groups. Three clinical principles are identified: therapist self-reflection, client-affirmation, and normalizing. Core clinical techniques to support these overarching principles are then described and discussed. The utility of such techniques, and relevant treatment considerations in inclusive sex therapy practice with diverse clients, are evaluated in relation to interview data.

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)0.003
metaresearch head score (Gemma)0.002
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 score0.311
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.316
GPT teacher head0.448
Teacher spread0.133 · 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