Under the Shadow of Empire: Indigenous Girls' Presencing as Decolonizing Force
Bibliographic record
Abstract
This article calls for a reconceptualization of Indigenous girlhoods as they are shaped under a western neocolonial state and in the midst of overlapping forms of colonial violence targeting Indigenous girls. By disrupting the persistent construction of Indigenous girl bodies as insignificant and dispensable, I explore alternative conceptualizations of trauma, place, and girlhood that might enact a more critical, politicized girlhood studies. I link this analysis to Leanne Simpson's (2011) notion of “presence” as a form of decolonizing resurgence. Drawing from participatory research studies and community-change projects conducted with and by Indigenous girls between the ages of 12 and 19 years in western British Columbia, Canada, girls' everyday processes of resurgence and presencing are highlighted in the hope of expanding understandings of their cumulative effects as decolonizing forces.
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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 | 0.002 | 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 | 0.010 | 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) | 0.000 | 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".