Bibliographic record
Abstract
The discourse surrounding the role of spirituality in social work practice has been expanding exponentially in recent years. Similarly, the discourse surrounding the role of spirituality among diasporic communities has expanded in recent times as well. In this paper, we will consider the linkages between social work, spirituality, and diaspora. We will focus our discussion on a particular diasporic spiritual community, the Sathya Sai Baba movement and its social service activities. We will then consider the implications of such spiritual movements for the social work profession. Among the key issues explored in this paper are the change in the social construction of populations that have moved between two countries as 'immigrant communities' to 'diasporic communities' and the implications of these changes for social work. Another critical issue we discuss is how working with spiritual movements may help address the 'spiritual deficit' concern that some social work academics have referred to, and indirectly at least, we begin to address 'the social work crisis' issue that has negatively affected the social work profession over the last few years.
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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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.019 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".