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Record W2973016045

The Rule of Law All the Way Up

2019· article· en· W2973016045 on OpenAlexaboutno aff
Léonid Sirota

Bibliographic record

VenueSSRN Electronic Journal · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsnot available
Fundersnot available
KeywordsLawPolitical scienceConstitutionalitySupreme courtConstitutional lawAdjudicationPresumptionCommon law
DOInot available

Abstract

fetched live from OpenAlex

Canadian constitutional law is seldom criticised for its failure to live up to ideal of Rule of Law. This article argues that it should be so criticised. A number of widely accepted or uncontroversial Rule of Law requirements ― need for general, stable, and prospective rules, congruence between books and law action, and availability of impartial, independent courts to adjudicate legal disputes ― are compromised by a number of ideas already accepted or increasingly advocated by Canadian lawyers, judges, and officials. This article describes four of these ideas, to which it refers as politicization techniques, because they transform what purports to be the supreme law of Canada into a set of malleable political commitments. These are, first, deference to legislatures or application of a margin of appreciation and presumption of constitutionality in constitutional adjudication; second, constitutional dialogue in which courts not merely defer, but actively give way to legislative decisions; substitution of political for legal judgment through application of notwithstanding clause of Canadian Charter of Rights and Freedoms; and rewriting of constitutional law by courts under banner of living tree constitutional interpretation. The article concludes with an appeal to those who profess commitment to Rule of Law in relation to Constitution not to embrace or endorse means by which it is subverted.

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)0.004
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.916
Threshold uncertainty score0.296

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0140.038
Scholarly communication0.0110.004
Open science0.0010.002
Research integrity0.0030.008
Insufficient payload (model declined to judge)0.0070.001

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 head0.014
GPT teacher head0.276
Teacher spread0.262 · 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 designTheoretical or conceptual
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
Published2019
Admission routes1
Has abstractyes

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