The Mothers’ Union goes on strike: Women, tapa cloth and Christianity in a Papua New Guinea society
Bibliographic record
Abstract
This paper explores the story of the formation and subsequent activities of a church women's group in Maisin villages and women's experiences of Christianity more broadly, in relation to the changing production and uses of traditional bark cloth ( tapa ), a signature women's product which has become a marker of Maisin identity. While the influence of the local Mothers’ Union has waxed and waned over the past 60 years, tapa cloth has had a continuing influence upon its fortunes. Tapa cloth has been the chief means for church women to raise funds to support their activities and the local church. However, we argue that, more fundamentally, tapa has shaped women's gendered Christian identities, experiences and history, mediating relationships with men, between generations of women, and with various sorts of ‘missionaries’ who have often justified their intrusions in terms of improving women's lives.
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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 | 0.001 | 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 | 0.001 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".