Marital Therapy for Arab Muslim Palestinian Couples in the Context of Reacculturation
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
Two case studies of Arab Muslim Palestinian couples who had lived in North America and returned home to the West Bank, Palestine, are presented. The first case study shows the tension of returning home and having North American values conflict with traditional Arab Muslim world values. The second case sheds insight into the strain of a family returning home and experiencing the conflict with traditional values. The cases show how patriarchy is malleable over time and place. They likewise highlight the importance of gender, patriarchy, family, extended family, and community influences on couples’ experiences of acculturation and reacculturation: a process of double transition, where conflict, confusion, disharmony, and disintegration may arise at two stages, and where a cumulative impact from acculturation to reacculturation may occur. The conclusion highlights how clinical intervention needs to be culturally responsive and acutely sensitive toward the rights of women.
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.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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