Gendered Violence, Cultural Otherness, and Honour Crimes in Canadian National Logics
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract. Honour-based violence, and the honour crime in particular, have assumed a central place in Canadian national discourse and consciousness. Understood within mainstream Canadian discourses as a uniquely dangerous form of violence, the honour crime has been linked to recent waves of migration and culturally specific notions of honour. Imagined as a foreign and imported phenomenon brought to Canada by immigrants who fail to assimilate to national and “western” ideals of gender equality, the crime is also viewed as an extreme form of violence that must be managed and ultimately expelled. Discourses sur- rounding the honour crime now inform various key social, racial, and cultural debates across national and transnational scales. By analyzing the discursive strategies used to construct and disseminate dominant discourses on honour killings, this article maps the heightened official state and public media interest in honour-based violence and crimes.
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.
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 | 0.001 | 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it