Shirdi in Transition: Guru Devotion, Urbanisation and Regional Pluralism in India
Why this work is in the frame
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Bibliographic record
Abstract
The transformation of ‘guru devotion’ centres as pilgrimage destinations is a growing phenomenon in contemporary Indian religious practice. In this study, we consider how the town of Shirdi, in Maharashtra, is undergoing rapid transformation as it emerges as a religious tourism destination at the epicentre of the global Sai Baba movement. Since the 1918 death of Sai Baba, a Maharashtrian saint, Shirdi has grown from a rural hamlet to a bustling town with some thirty thousand permanent residents and an estimated annual influx of eight million short-term visitors. Focusing on Shirdi as a centre of guru devotion, we examine how socio-spatial transformations have created a new mosaic of regional pluralism at the site. While the coexistence of different communities is one of the hallmarks of religious pluralism in India, we argue that the complementary compartmentalisation of co-religionists hailing from different regions is a significant outcome of rapid urbanisation at pilgrimage sites, particularly those associated with guru devotion.
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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 | 0.001 | 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