Black and white or shades of grey: Religious approaches and Muslim marital conflict
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
While the diversity of diasporic Muslim public experiences has been examined, the social contours of religious approach have received less attention. Moreover, the ways in which religion shapes marital relations remains understudied. This article, which features data from a larger research project, highlights two divergent trends in Muslim approaches to religion: exclusivity, which frames only one approach to Islam as correct, and inclusivity, which frames multiple approaches as correct. This divergence plays a role in shaping definitions of 'good Muslim', as exclusivist Muslims focus on ritual acts (outward observance), while inclusivist Muslims prioritize good manners (inward observance). The author demonstrates how these inward and outward definitions of Muslimness in turn inform how participants evaluate their spouses' religiosity and, thus, the potential for conflict over religiosity with their spouses.
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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 | 0.001 | 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