Racial Profiling and Moral Panic: Operation Thread and the Al-Qaeda Sleeper Cell that Never Was
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
In August 2003, Canadian and international media broke news of Operation Thread, executed by the Canadian state security apparatus to apprehend 23 South-Asian Muslim members of a “possible Al-Qaeda sleeper cell” in the Greater Toronto Area. After exposing the suspects to domestic and international opprobrium, the state security apparatus conceded that the allegations of terrorism were unfounded. Using material from the National Post and The Globe and Mail, this paper interrogates the mass mediation of Operation Thread as a case of racial profiling situated in a moral panic over “Islamic terrorism” that was created by a section of the Canadian news media and the state security apparatus. Particularly, it shows that the media contested the discourse of the state security apparatus, thus reflecting the contested nature of news as a social power resource. However, there is still a need for the media to be more critical when dealing with cases such as Operation Thread that are informed by racial profiling post September 11.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 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