The abstinence campaign and the construction of the Balokole identity in the Ugandan Pentecostal movement
Bibliographic record
Abstract
Based on fieldwork data collected since 2005 in Uganda, the paper explores the connections between young Pentecostals' involvement in HIV prevention programs, with a particular attention to the “abstinence campaign”, and the process of identity construction within the movement itself. I show how the rise of the AIDS epidemic contributed in a decisive way to shaping the construction of meaning, and thus the action, of the Balokole (“the Savedees”) movement in Uganda. Theoretically, the article aims at contributing to fill the gap in the analysis of social movements in Africa, especially addressing the specificity of believers' participation in church activities and in evangelical faith-based organizations (FBOs) by exemplifying how the collective identity of the born-again and their mobilization to fight AIDS are reciprocally related. The identity/participation connection clarifies how the feeling of belonging to a strongly connected and partially closed group, that of the “saved” Christians, is pivotal in pushing the Balokole to become active.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.009 | 0.010 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".