Altered Beauty: African-Caribbean Women Decolonizing Racialized Aesthetics in Toronto, Canada
Bibliographic record
Abstract
This study reviews narratives of black Canadian women who problematize the racism that they face in relation to beauty. Critical Race Theory is used to analyze the effects of hair and skin discrimination and the consequences of ideological racism surrounding perceptions of beauty. The participants review material aids, discuss their past experiences with racism, and reveal anti-racist strategies in order to decolonize normalized grooming practices. Her skin is dark. Her hair chemically straightened. Not only is she fundamentally convinced that straightened hair is more beautiful than curly, kinky, natural hair, she believes that lighter skin makes one more worthy, more valuable in the eyes of others. Despite her parents’ effort to raise their children in an affirming black context, she has internalized white supremacist values and aesthetics, a way of looking and seeing the world that negates her value. Of course this is not a new story. —bell hooks, Black Looks: Race and Representation
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 | 0.007 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".