Opportunities for Towani Tolotang Women in the Public Sphere
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The Towani Tolotang community is known to be highly egalitarian and emancipative. Towani Tolotang society isopen to having leaders. Towani Tolotang women are allowed to be involved in public activities. This study aims to examine the possibilities of Towani Tolotang women in Sidrap Regency within the scope of customs that form the basis of their strength to participate in the public sphere. This study uses a qualitative research method with a descriptive type to explain the results obtained from interviews that are analyzed factually, objectively,and systematically. This research shows that the customary rules in the Towani Tolotang community in Sidrap Regency do not differentiate between male and female gender. All parties are entitled to hold the position of ordinary leader based on their lineage and character. Based on this, the patriarchal culture of Bugis society does not affect the status of women in Towani Tolotang society, giving women in Towani Tolotang society theopportunity to participate in the public sphere.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it