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Record W4395059440 · doi:10.29173/alr2692

The Dawn of Vavilov, The Twilight of Doré: Remedial Paths in Judicial Review of Rights-Affecting Administrative Decisions and The Unification of Canadian Public Law

2022· article· en· W4395059440 on OpenAlexvenueaboutno aff
Anthony Sangiuliano

Bibliographic record

VenueAlberta Law Review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsnot available
Fundersnot available
KeywordsUnificationRemedial educationTwilightLawAdministrative lawPolitical scienceJudicial reviewPublic lawLaw and economicsSociologyPhysicsComputer science

Abstract

fetched live from OpenAlex

This article examines Canada’s position on the debate among comparative administrative law theorists about whether a court should apply the principle of proportionality to adjudicate allegations that an administrative agency has unjustifiably infringed human rights. On first impression, it would appear that decades ago, the Supreme Court of Canada affirmed the use of proportionality on judicial review of administrative decisions that allegedly limit rights that are explicitly protected under the Canadian Charter of Rights and Freedoms. It would then appear to be an open question whether or not the Supreme Court should “unify” Canadian public law by extending proportionality to cases where it is alleged that a decision has negatively impacted individual interests that do not enjoy constitutional protection. I argue that this framing of the debate from a Canadian perspective wrongly assumes that, by applying proportionality to adjudicate alleged infringements of Charter rights, the Supreme Court has applied it to all cases where an administrative decision has allegedly infringed human rights. In reality, the Supreme Court has applied proportionality only to cases where a person seeks a constitutional remedy for a violation of her Charter rights, not to cases where a person seeks an administrative law remedy traditionally available at common law for a negative impact on her human rights that are protected at common law. I argue that only more recent Supreme Court decisions can be interpreted as “unifying” Canadian public law by applying proportionality where a person seeks a common law remedy. Moreover, these conclusions suggest that the older legal doctrines the Supreme Court has developed applying proportionality where a person seeks a constitutional remedy should be substantially reformed.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.023
metaresearch head score (Gemma)0.062
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.112
Threshold uncertainty score0.813

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.062
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0190.041
Scholarly communication0.0200.011
Open science0.0030.005
Research integrity0.0110.011
Insufficient payload (model declined to judge)0.0060.001

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 head0.075
GPT teacher head0.350
Teacher spread0.275 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2022
Admission routes2
Has abstractyes

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