In the Land of the Mountain Gods: Ethnotrauma and Exile among the Apaches of the American Southwest
Bibliographic record
Abstract
In the mid to late nineteenth century, two Indigenous groups of New Mexico territory, the Mescalero and the Chiricahua Apaches, faced violence, imprisonment, and exile. During a century of settler influx, territorial changeovers, vigilante violence, and Indian removal, these two cousin tribes withstood an experience beyond individual pain best described as ethnotrauma. Rooted in racial persecution and mass violence, this ethnotrauma possessed layers of traumatic reaction that not only revolved around their ethnicity, but around their relationship with their home lands as well. Disconnected from the ritual resources and sacred geographies that made up every day Apache living, both groups faced a profound and uphill struggle to maintain their community and very identity in the wake of immense and collective psychological distress. This essay emphasizes the role that geography plays in both the immediate impact of exile trauma and in the healing possibilities that this sacred connection to place has to offer Indigenous communities, even in the midst of exile.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.009 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| 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 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".