National Security Surveillance in an Age of Terror: Statutory Powers & Charter Limits
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
The communications surveillance powers granted to Canada's national security agencies have rarely resulted in prosecution and, as a result, have been subject to very little judicial, academic, or public scrutiny. However, as the state increasingly seeks to prosecute alleged terrorists, courts will have to interpret the scope of these powers and decide whether they violate section 8 of the Canadian Charter of Rights and Freedoms (the Charter). A review of the powers granted to police, the Canadian Security Intelligence Service (CSIS), and the Communications Security Establishment Canada (CSEC) reveals two constitutional infirmities: allowing police to conduct communications surveillance in terrorism investigations without establishing "investigative necessity," and allowing CSEC to intercept domestic communications without prior judicial authorization. Put simply, these powers should be found to violate section 8 of the Charter because they substantially infringe on the privacy of innocent Canadians, especially of Muslim or Arab background, while doing little to advance national security.
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 | 0.002 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 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 it