Women in a Southern Italian-Canadian subculture: sexuality and socialization
Bibliographic record
Abstract
This thesis examines issues of sexuality and socialization among young women in a Southern Italian-Canadian community. How are sexuality and socialization experienced and expressed, and how are conflicts negotiated? The study focuses on the young women's perceptions of the Southern Italian-Canadian upbringing of girls, attitudes about sexuality and socialization in their community and the impact of these attitudes on life choices. -- The study is based on eleven in-depth interviews conducted with second and third generation Southern Italian-Canadian women. The topics explored are: the issues of autonomy experienced by these women, and their socialization with regard to virginity, sexuality, marriage and family; whether heterosexist and hetero-normative expectations exist for Southern Italian-Canadian women; how these women explain their experiences, justify their lifestyle decisions, and negotiate the divide between their two cultures. -- It was found that this group of Southern Italian-Canadian women experience repression of their sexuality and independence. This is evident from the participants' narratives regarding their struggles with oppressive old world traditions, expectations, and ideals found in that community.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.020 | 0.006 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".