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Record W7133096224

Protecting Rights in the digital Age: The Application of the Charter in Cyberspace

2021· dissertation· W7133096224 on OpenAlexaffabout
Leah West

Bibliographic record

VenueTSpace · 2021
Typedissertation
Language
FieldSocial Sciences
TopicCybersecurity and Cyber Warfare Studies
Canadian institutionsUniversity of Toronto
FundersNew Zealand Government
KeywordsCyberspaceCharterMandateState (computer science)Economic JusticeHuman rights
DOInot available

Abstract

fetched live from OpenAlex

Since the swift passage of the Anti-Terrorism Act (Bill C-51) in 2015, the Canadian Security Intelligence Service (CSIS) has had the unprecedented and highly controversial authority to take “reasonable and proportionate” measures — often referred to as “threat reduction measures”—to reduce threats to Canadian security. While there are some limits to the types of measures CSIS can employ, the Canadian Security Intelligence Service Act permits the use of measures that would otherwise contravene the laws of Canada or limit a right protected by the Canadian Charter of Rights and Freedoms (Charter) so long as they are judicially authorized by a judge of the Federal Court of Canada. As new threats and threat actors proliferate online, it is anticipated that CSIS will increasingly carry out its threat reduction mandate in the digital world. Yet, in June 2018, CSIS’s former review body, the Security Intelligence Review Committee, reported that CSIS had never sought a threat reduction warrant from the Federal Court. What remains unclear is why. Is it possible that CSIS has never employed a measure that might violate someone’s freedom of association, expression, or mobility rights, or their right to liberty and personal security protected under the Charter? Or has CSIS concluded that the Charter does not govern actions carried out in cyberspace and, as such, that their online conduct falls beyond the reach and oversight of the Federal Court? Unfortunately, Canadian Courts have never been asked, and legal academics have never answered whether the Charter constrains online state action. The Department of Justice and CSIS have also never publicly enunciated their legal position on this subject. To date, the government’s interpretation of the Charter’s application to state cyber operations remains classified. This dissertation dissects these issues for the first time and ultimately concludes that the Charter governs state conduct in cyberspace.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.320
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.016
GPT teacher head0.334
Teacher spread0.318 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2021
Admission routes2
Has abstractyes

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