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Record W2029580839 · doi:10.1080/19317610802240105

Factors Influencing the Sexual Relationships of Lesbians and Gay Men

2008· article· en· W2029580839 on OpenAlexaffabout
Jacqueline N. Cohen, E. Sandra Byers, Lindsay Walsh

Bibliographic record

VenueInternational Journal of Sexual Health · 2008
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsFeelingPsychologyLegislationGovernment (linguistics)ChecklistSocial psychologyPolitical science

Abstract

fetched live from OpenAlex

This study examined the rewards and costs that lesbians and gay men experience in their sexual relationships. Participants were 23 lesbians and 15 gay men who completed questionnaires and participated in a semi-structured interview. Frequently identified sexual rewards included emotional and physical intimacy, feeling accepted and supported, communication, and a positive view of self. Sexual costs included feeling vulnerable and negative social and cultural attitudes toward same-sex relationships. Sexual rewards and costs tended to cluster into three main categories: relationship factors, sexual factors, and factors related to being a sexual minority. The participants' responses illustrate the limitations of applying conventional (biomedical) models of sexual response to men as well as to women. Moreover, they strengthen calls for theories of sexual functioning that are based on diverse experiences and that consider sociocultural, political, economic, relational, psychological, and medical factors.

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)0.001
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.222
GPT teacher head0.437
Teacher spread0.216 · 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 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

Citations41
Published2008
Admission routes2
Has abstractyes

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Same venueInternational Journal of Sexual HealthSame topicLGBTQ Health, Identity, and PolicyFrench-language works237,207