Helpless Maidens and Chivalrous Knights: Afghan Women in the Canadian Press
Bibliographic record
Abstract
On the international stage, Canada is renowned for its multicultural ethos, its peacekeeping reputation, and its moderate politics vis-à-vis the United States. Nonetheless, post-9/11, the Canadian press followed the US media in casting Afghan women as abject victims who could be rescued only by what Iris Marion Young has aptly called the ‘knights of civilization.’ Yet the discursive manner in which support for the US-led war was invoked bore traces of a counter-hegemonic frame. This essay interrogates representations of Afghan women in the Globe and Mail, Canada's major English-language daily and newspaper of record. Examining the coverage over a seven-year period, the author traces the changes and continuities marking these representations in response to Canada's initial peacekeeping and subsequent military involvement in Afghanistan. The Orientalist construction of Islam as a homogeneous and monolithic faith and its representation as an essentialized patriarchal force are underscored. The framing of Afghan women living in Canada in contrast to their counterparts in Afghanistan is explored with respect to issues of agency, victimhood, and Canadian benevolence. The essay concludes with observations on how this coverage reinforces and legitimates an imagined community that is reflective of Canada as a white, settler colony.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".