The Influence of Turkish Drama on Socio-Cultural Values of Saudi Women
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
Dramas made in Turkey are the most popular soap opera-type in the Arab world and are often watched by women. This study aimed to investigate, from a critical perspective, the impact that Turkish dramas (TDs) might have on developing attitudes of Saudi women. While more than 60 country-specific studies in the Middle East and North Africa have investigated the impact of dramas on audiences, Research regarding Saudi Arabia is surprisingly lacking. Therefore, the effect of TDs on Saudi women was examined as part of this study. Qualitative methodology was used, and semi-structured interviews were conducted with eight Saudi women (aged between 18 and 40) who have watched TDs. Following the groupings, qualitative analysis techniques were employed as part of thematic analysis (TA). The responses of Saudi women highlighted the different types of impacts that TDs have on Saudi audiences: positive, negative, and neutral. The study made a small but essential contribution to an under-researched issue of pleasures of TDs and their representational heuristics in capturing both positive, negative, and so much in between for a particular cohort of Saudi women. It is the first qualitative examination of the impact of TDs on Saudi women's attitudes.  
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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