Intersectionality of early sexual trauma and aging in two Truku comfort women survivors’ life trajectories
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
While existing literature has pointed out the effects of early sexual trauma on Indigenous comfort women survivors in Taiwan, the impact of the interplay of survivors’ sexual trauma with their multiple social locations on their life trajectories is rarely discussed. In this article, two Truku Indigenous survivors’ life stories are reconstructed to explore the effects of early-life sexual trauma and the social locations that shaped their life trajectories via intersectionality and life course lenses. We argue that Truku survivors’ life trajectories intersect with four-layered structural oppression from the state, society, and communities different from that of Han Chinese survivors. The findings of this study reveal unique features of Indigenous survivors that should not be overlooked.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it