Bibliographic record
Abstract
Abstract This special section of Comparative Studies of South Asia, Africa and the Middle East ties together a series of modern histories and contemporary ethnographies of Buddhist spaces spread across the Indian subcontinent. Underlining each of the four essays is a concern for the modern fashioning and reimagining of India as a Buddhist “homeland.” In the past century and a half, Buddhist homeland discourses in South Asia have fostered heightened contact between national leaders, Buddhist royalty, entrepreneurs, artists, monastics, and pilgrim-travelers in ways that build upon historical and ritual precedents while simultaneously crafting new paradigms within a transnational, postcolonial arena. Taking inspiration from this translocative orientation, the contributors explore precolonial histories of Buddhist movement alongside more recent networks of Buddhist restoration in the subcontinent, with particular focus on the role of social memory and material culture in shaping the modern episteme. The essays gathered here further these inquiries by exploring how these connections have changed in the context of modern India and how the textures of these encounters cut across national, ethnic, religious, linguistic, and doctrinal lines.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.583 | 0.341 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".