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Record W7019778533

Indigenous (Mis)Representation: Implications for the MMIWG2S Epidemic

2022· article· en· W7019778533 on OpenAlexaboutno aff

Bibliographic record

VenueThe Mathematics Enthusiast · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousColonialismNarrativeGlobeIdeologyHistorical traumaRace (biology)CONQUEST
DOInot available

Abstract

fetched live from OpenAlex

In the United States and Canada, Native women, girls, and two-spirit people are stolen and killed at a disproportionate rate. Despite their pleas for justice, non-indigenous media are reluctant to give Indigenous voices a platform to incite change. Critically, the crisis of Missing and Murdered Indigenous Women, Girls, and Two-Spirit People (MMIWG2S) is not endemic to North America, but permeates through aboriginal life on every continent as a tool of settler colonialism. Existing literature on the topic ofMMIWG2S has traced the roots of the crisis to settler colonialism and to non-Indigenous popular culture, but there is a gap in knowledge about how these two phenomena reinforce one another. After all, colonialism is an ongoing process. Our research question addresses this gap by asking: how does settler colonialism inform the portrayal of Indigenous women in popular culture today and perpetuate the disproportionate rates of violence that contribute to the MMIWG2S epidemic? We find that popular culture intentionally fetishizes and misrepresents Indigenous women and girls, through the folklorized narrative of Pocahontas, for example, so as to reinforce ideologies of conquest and colonization that are embedded in the American ethos. While American media is consumed on a global scale, colonized media representations of Indigenous people are not specific to the American experience, and are present in settler colonial states across the globe including Canada and Australia. Taught to children at a young age, these sexualized, gendered, and racialized narratives contribute to settler attempts at erasure of Native people across the globe.To rectify this, our capstone group devised a two-part project. First, we collaborated with the Big Sky Institute to organize and promote the Native Filmmaker Initiative feature of their documentary film festival and host a panel discussion after the showing. Additionally, we sold raffle tickets and donated proceeds to Missoula Project Beacon and an MMIP direct services organization. Second, using perspective and knowledge gained from organizing the panel discussion and speaking with Indigenous filmmakers, educators, and activists, we created and shared a media literacy toolkit designed to help high school educators encourage critical thinking about misrepresentations of Indigenous life in popular culture. It is our hope that this toolkit will transcend the boundaries of the Missoula community and uplift Indigenous voices on a global scale.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.842
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0260.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.058
GPT teacher head0.367
Teacher spread0.309 · 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 teacher head, not a consensus.

Study designNot applicable
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
Published2022
Admission routes1
Has abstractyes

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