MétaCan
Menu
Back to cohort
Record W2618980513 · doi:10.1111/jmft.12242

Male‐Partnered Bisexual Women's Perceptions of Disclosing Sexual Orientation to Family Across the Transition to Parenthood: Intensifying Heteronormativity or Queering Family?

2017· article· en· W2618980513 on OpenAlexaff
Abbie E. Goldberg, Katherine R. Allen, Themal Ellawala, Lori E. Ross

Bibliographic record

VenueJournal of Marital and Family Therapy · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicMarriage and Sexual Relationships
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsHeteronormativitySexual orientationLesbianSalience (neuroscience)PsychologyQueerSexual identityGender studiesIdentity (music)Developmental psychologyHeterosexismGeneral partnershipSocial psychologyHuman sexualitySociologyPolitical science

Abstract

fetched live from OpenAlex

Drawing from queer and communication privacy management frameworks, this study examines the narratives of 22 bisexual, male-partnered women who were interviewed during the perinatal period and one year postnatally about their disclosures of sexual identity to family of origin. Most women rarely discussed their sexual identity with family; participants who had disclosed described such disclosures as provoking discomfort. Some women stated that their parental status seemed to invalidate the need to talk about their sexual history or identity with family, due its declining salience and increased concerns about judgment. This study reveals how partnership and parenthood statuses contribute to the intensification of heteronormative pressures in relation to family. Therapists should attend to the role of heteronormative values regarding partnering, family-building, and parenting.

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)0.003
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.003
Scholarly communication0.0030.001
Open science0.0000.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.105
GPT teacher head0.390
Teacher spread0.286 · 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 designQualitative
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

Citations19
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Marital and Family TherapySame topicMarriage and Sexual RelationshipsFrench-language works237,207