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Record W2289829804

How Do Canadian Administrative Law Protections Measure Up to International Human Rights Standards? The Case of Independence

2005· article· en· W2289829804 on OpenAlexaffabout
Gerald Heckman, Lorne Sossin

Bibliographic record

VenueSSRN Electronic Journal · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicOmbudsman and Human Rights
Canadian institutionsYork UniversityUniversity of Manitoba
Fundersnot available
KeywordsTribunalLawHuman rightsPolitical scienceJudicial independenceIndependence (probability theory)International lawRight to a fair trialPolitics
DOInot available

Abstract

fetched live from OpenAlex

International human rights law recognizes the right to have one's rights and obligations adjudicated by an independent tribunal - one free from internal collusion and external manipulation. Under Canadian law, by contrast, the right to tribunal independence is watered-down. Interference by the executive in administrative decision making is tolerated because the constitutionally entrenched protection of judicial independence is understood not to extend to the sphere of administrative tribunals, ordinarily viewed as instruments of governmental policy. The deference of Canadian courts to tribunals without constitutional protection for independence means that many tribunal decisions remain insulated from review by independent courts. Furthermore, even where protection for tribunal independence exists, the overwhelming emphasis in Canadian administrative law on guarantees of security of tenure and financial remuneration of tribunal members leaves tribunals vulnerable to external manipulation through political influence over tribunal appointments and policy directions. In this article, the authors ask whether the Canadian norm of tribunal independence measures up to international human rights standards. The authors document and compare the content of the norm of tribunal independence in conventional international law and Canadian law. They conclude that the protections for tribunal independence found in Canadian law likely fall short of the standards embodied in international human rights instruments, and suggest ways in which Canadian law might draw inspiration from international sources.

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)0.014
metaresearch head score (Gemma)0.065
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 score0.824
Threshold uncertainty score0.955

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.065
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.012
Science and technology studies0.0230.033
Scholarly communication0.0210.010
Open science0.0030.005
Research integrity0.0040.007
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 head0.023
GPT teacher head0.329
Teacher spread0.306 · 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
Published2005
Admission routes2
Has abstractyes

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Same venueSSRN Electronic JournalSame topicOmbudsman and Human RightsFrench-language works237,207