Bibliographic record
Abstract
What is Sufism? Contemporary views vary tremendously, even among Sufis themselves. Contemporary Sufism: Piety, Politics, and Popular Culture brings to light the religious frameworks that shape the views of Sufism’s friends, adversaries, admirers, and detractors and, in the process, helps readers better understand the diversity of contemporary Sufism, the pressures and cultural openings to which it responds, and the many divergent opinions about contemporary Sufism’s relationship to Islam. The three main themes: piety, politics, and popular culture are explored in relation to the Islamic and Western contexts that shape them, as well as to the historical conditions that frame contemporary debates. This book is split into three parts: • Sufism and anti-Sufism in contemporary contexts; • Contemporary Sufism in the West: Poetic influences and popular manifestations; • Gendering Sufism: Tradition and transformation. This book will fascinate anyone interested in the challenges of contemporary Sufism as well as its relationship to Islam, gender, and the West. It offers an ideal starting point from which undergraduate and postgraduate students, teachers and lecturers can explore Sufism today.
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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 | 0.001 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".