Malawi faith communities responding to HIV/AIDS: preliminary findings of a knowledge translation and Participatory-Action Research (PAR) project
Bibliographic record
Abstract
This paper reports on the preliminary findings (year one) of a four-year intervention and Participatory-Action Research (PAR) project in Malawi. Project goals are to enhance the response capacity and effectiveness of Faith Community (FC) leaders to the problem of HIV/AIDS. Ethnographic interviews with FC leaders were conducted. Intercultural training sessions and theological events were also held using a participatory method called conceptual events. Preliminary results indicate a commitment on the part of faith community leaders to enter into a dialogue with other sectors and faith traditions in addressing the common, critical concern of HIV/AIDS. All FC leaders share a common feeling that they are a small moral voice in this fight against HIV/AIDS, drowned out by a 'big voice' promoting condom use by donors and government. FC leaders are expected to present themselves as having an authoritative voice with respect to protecting the soul, but at the same time are sincerely searching for ways to speak about HIV/AIDS in more practical ways. Condoms become a metaphor for resistance. For example, FC leaders wish to know how the message of condom promotion (a behavioural and technical argument) might be grafted onto what they would posit as a moral message of care, prevention and support. This challenge is made even more complex by the quiet assumption to incorporate the truths of African traditional religion (ATR) in the construction of an ecumenical theology of faith, hope and compassion.
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How this classification was reachedexpand
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 | 0.020 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".