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Record W3019731050

Justice As Harmony: The Distinct Resonance of Chief Justice Beverley McLachlin's Juridical Genius

2018· article· en· W3019731050 on OpenAlexaff
Marcus Moore

Bibliographic record

VenueeYLS (Yale Law School) · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsAdjudicationHarmony (color)JurisprudenceLawSociologyEconomic JusticeAdversarial systemDispute resolutionLaw and economicsPolitical science
DOInot available

Abstract

fetched live from OpenAlex

Chief Justice McLachlin’s juridical work has earned special praise, but what specifically distinguishes it among the work of other leading jurists has proven elusive for lawyers and social scientists to identify. My experience as a law clerk to McLachlin CJC suggested a distinct approach never comprehensively articulated, but intuitively well-known and widely-emulated among those in her sphere of influence. Drawing on the Chief Justice’s public lectures—where she often explained and offered deeper reflection on the McLachlin Court’s defining jurisprudence—I make the case in this article that at the heart of that approach is a quality best described as the pursuit of harmonious resolution of legal problems. After noting the pervasive association of the concept of harmony with the just order in many cultures across the world and over history, the article explains how harmony can be used, complementarily with legal rules, as an aim in adjudication. As a relationship among elements of a system and the whole that they comprise, it offers a way of leveraging accepted legal principles and their aim of just order in order to address the insufficiencies of the rules that reveal themselves through legal disputes. In search of that relationship, harmony necessarily engages process, committing the judge to working out how to give collective effect to the multiple legitimate considerations invoked by the problem, and thus resolve the legal system-disharmony revealed by a case. Striving for consensus, accommodation, and reconciliation are among such methods often said to be favoured by McLachlin CJC over alternatives that perceive problems through the simplistic lens of either-or-type conflicts. The article surveys how Chief Justice McLachlin’s work characteristically evinces this quality of pursuing justice as harmony. Based on McLachlin CJC’s remarkable success, as well as novel social conditions arising contemporaneously with her career, the article concludes by asking whether this approach may hold wider promise.

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)0.018
metaresearch head score (Gemma)0.028
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.988
Threshold uncertainty score0.097

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.028
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0220.062
Scholarly communication0.0250.011
Open science0.0020.012
Research integrity0.0080.016
Insufficient payload (model declined to judge)0.0020.000

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 head0.024
GPT teacher head0.305
Teacher spread0.281 · 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
GenreCommentary

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

Citations1
Published2018
Admission routes1
Has abstractyes

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