Male‐Partnered Bisexual Women's Perceptions of Disclosing Sexual Orientation to Family Across the Transition to Parenthood: Intensifying Heteronormativity or Queering Family?
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.
Bibliographic record
Abstract
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.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it