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Record W7133003793

Warrior Women: Indigenous Women's Anti-violence Engagement with the Canadian State

2014· dissertation· W7133003793 on OpenAlexfundaboutno aff
Robyn Sanderson Bourgeois

Bibliographic record

VenueTSpace · 2014
Typedissertation
Language
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
FundersUniversity of Toronto
KeywordsIndigenousPoliticsState (computer science)ColonialismAppropriationIndigenous rights
DOInot available

Abstract

fetched live from OpenAlex

This study examines indigenous women's involvement in state-sponsored anti-violence responses since the 1980s. It focuses on three fields of political engagement: (1) the Canadian state politics of family violence; (2) the Native Women's Association of Canada's(NWAC) "Sisters in Spirit" (SIS) initiative and the politics of missing and murdered Aboriginal women and girls; and (3) the politics of prostitution and the Missing Women Commission of Inquiry. Overall, I argue that despite navigating a complex and colonizing political terrain largely out of their control, indigenous women have been "warrior women," advancing strong anti-colonial anti-violence responses that support the end goal of ending violence against indigenous women and girls in Canada. I also explore how indigenous women have sometimes employed political discourses and strategies that while appearing to offer a valid pathway of resistance, replicate dominant discourses and strategies and, thus, serve to undermine these efforts by securing the colonial Canadian state's authority over indigenous peoples and territories and, therefore, the persistence of violence against indigenous women and girls in Canada. To reinforce both of these claims, this study addresses reception: that is, I argue that the Canadian state's responses to violence against indigenous women and girls have been driven by self-interest and state political agendas which, because of the adversarial nature of colonial domination, rarely coincide with the interests or needs of indigenous women and their communities. Furthermore, I show that the state's response to indigenous women's anti-violence resistance can be favorable when it can be reconciled with its self-interest and political agendas, but quickly moves to appropriation and suppression if these anti-violence politics threaten Canadian state dominance.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.061
Threshold uncertainty score0.440

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0430.012
Scholarly communication0.0060.001
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.000

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.

Opus teacher head0.024
GPT teacher head0.349
Teacher spread0.326 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2014
Admission routes2
Has abstractyes

Explore more

Same venueTSpace→Same topicIntimate Partner and Family Violence→French-language works237,207→