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Record W1588999869 · doi:10.60082/2563-8505.1274

The Arbitrariness in “Arbitrariness” (And Overbreadth and Gross Disproportionality): Principle and Democracy in Section 7 of the Charter

2013· article· en· W1588999869 on OpenAlex
Alana Klein

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSupreme Court law review · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsMcGill University
Fundersnot available
KeywordsArbitrarinessProportionality (law)CharterLawDemocracySupreme courtNormativePolitical sciencePoliticsGovernment (linguistics)Law and economicsSociologyEpistemology

Abstract

fetched live from OpenAlex

This paper examines the rise to prominence of proportionality analysis in section 7 of the Canadian Charter of Rights and Freedoms. In recent years, the Supreme Court of Canada has affirmed that any law affecting life, liberty and security of the person must not be arbitrary, overbroad or grossly disproportionate. The expansion of section 7’s substantive scope to include means-testing government action re-engages concerns about judicial capriciousness that have troubled section 7 since its early days. This paper examines this concern in light of section 7’s history. It suggests that the prominence of proportionality analysis in section 7 may be understood as, in part, an effort to avoid the difficult task of setting normative boundaries on the scope of the provision. This paper argues that substantive values are inescapable as courts identify and frame these goals and scrutinize proportionality with close attention to real-world impacts of government action. Drawing on comparisons with the role played by proportionality analysis in section 1 of the Charter, the paper suggests that means-testing government policy should be guided by the Court’s institutional role, but with careful attention to the substantive purpose of section 7 of the Charter as a right, a purpose that includes protection against overweening majoritarianism. Such a purposive interpretation may permit proportionality analysis to be informed by democratic deficits and political powerlessness in government law and policy-making processes.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.700
Threshold uncertainty score0.984

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.020
GPT teacher head0.292
Teacher spread0.273 · 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