Bibliographic record
Abstract
Although Christianity's clout on sexuality has generally declined in Britain due to secularization, contemporary conservative Protestantism continues to encourage a conventional construction of sexuality — sex is only for the context of heterosexual marriage. Qualitative interviews with 26 heterosexual women and two lesbian women on how their Protestant church involvement impacted their sexuality revealed the pervasive discourse of a marital-confined sexuality and participants' sense of `accountability' to the group for carrying this out. Such accountability can result in a repressed sexuality that is oppressive. Alternatively, it can produce a `sense of community' that functions as a source of empowerment. The oppressive and empowering nature of accountability, however, can be difficult to untangle because of women's religious commitment and supportive friendships found in church life. Relying on participants' accounts, this article addresses the oppression and empowerment young women experience when they negotiate their gendered identities in relation to a marital-confined sexuality.
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How this classification was reachedexpand
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 | 0.005 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".