The Privileged Guardian Angel: An Examination of White Saviour Complex in Western Media
Bibliographic record
Abstract
Many Critical Race Theorists today are focusing not on overt forms of racism, but instead on subtler, insinuated perpetrations. These include but are not limited to visual microaggressions. Microaggressions are embedded in everyday interactions within society and serve as subconscious visual reminders to People of Colour of their inferiority and hierarchical subjugation. I argue in this paper that the White Saviour Complex (WSC), typically seen in an imperialistic sense in the West versus Africa dichotomy, can also be studied in the visual mainstream media of Western countries. Therefore, representations of WSC in media act as visual microaggressions towards People of Colour and reinforce racial and intersectional hierarchies present in Western colonial societies. This is argued in examining three case studies from USA, Australia, and Canada. This paper then addresses possible criticisms and critiques of this position through an examination of allyship in relation to WSC.
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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 | 0.008 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".