The Effect of Gender Role Orientation on Work Interference with Family (WIF) and Family Interference with Work (FIW) among Married Female Nurses in Shiraz-Iran
Why this work is in the frame
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Bibliographic record
Abstract
The present study highlights the significance of gender role orientation as one of the most important individual factors on WIF and FIW. Furthermore, this paper also examines the effects of some of the essential personal backgrounds such as age, job experience and duration of marriage on WIF and FIW. This study consists of 198 married female nurses in Shiraz-Iran. The findings revealed that married female nurses who adopt more egalitarian gender role attitude are associated with higher WIF. Unlike previous studies, the finding also indicates that respondents who adopt a more egalitarian gender role attitude experienced higher FIW, which may be explained by the specific cultural context in Iran. This study also established that female nurses with older age, more years of job experience, and longer duration of marriage, perceived lower level of WIF and FIW. Implications are discussed and recommendations are made regarding future researches in this area.
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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 | 0.000 | 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 | 0.001 |
| 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