“We don’t kiss like that”: Inuit women respond to music video representations
Bibliographic record
Abstract
This study provides sociological insight into the response of Inuit women to mainstream Western media representations of their culture. Historically, there have been inaccurate and stereotypical media representations of Indigenous peoples reproduced in many forms of entertainment media. Social theories such as Pierre Bourdieu’s symbolic violence, Johan Galtung’s cultural violence, and George Gerbner and Gaye Tuchman’s symbolic annihilation are applied to contemporary media representations of Inuit women. This study explains how Inuit women make sense of popular music videos that utilize Inuit themes. Local Indigenous organizations in Rankin Inlet, Nunavut, were collaborated with to facilitate focus groups for Inuit women to express their reactions to the videos and discuss how their culture is presented in mainstream Western music videos. Key themes that were identified include the following: unrealistic Western beauty standards projected onto Indigenous women; the normalization of harmful media tropes including the silence regarding Inuit women’s victimization, and the issue of missing and murdered aboriginal women; and the importance of positive role models, and self-representation of Inuit women in media.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".