MétaCan
Menu
Back to cohort
Record W2946648245 · doi:10.7202/1070286ar

Judicial Audiences: A Case Study of Justice David Watt’s Literary Judgments

2020· article· en· W2946648245 on OpenAlexaffvenueabout
Elaine Craig

Bibliographic record

VenueMcGill Law Journal · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsDalhousie University
Fundersnot available
KeywordsAppealEconomic JusticeLawPolitical scienceTransparency (behavior)Judicial opinionSociology

Abstract

fetched live from OpenAlex

In 2016, the government of Canada announced reforms to the federal judicial appointment process aimed at increasing openness and transparency in the process. As part of those changes, all applicants for appointment to, or elevation within, the federal judiciary are required to submit responses to a new questionnaire. Applicants are asked to reflect upon the role of the judiciary in Canada’s legal system. One of the questions they are asked is: “Who is the audience for decisions rendered by the court(s) to which you are applying?” While the audience for a court’s decisions is not a new matter of academic and professional discussion, this recent change has brought judicial audience more squarely into the public eye. Nearly every successful applicant, of those whose responses are available, highlighted three key constituencies that should be addressed in every court decision: the parties, the public, and the legal profession. Justice David Watt’s short, staccato style introductions to decisions, authored since his elevation to the Court of Appeal for Ontario, have received attention. His introductions, which differ from the conventional style of legal judgments, have been the subject of legal blogs, mainstream media articles, and professional praise and criticism. Decisions that include intentional stylistic departures from conventional judicial writing are sometimes referred to as literary judgments. These so called literary judgments, including the ones written by Justice Watt, raise particular issues regarding the notion of judicial audience. Justice Watt’s departure from the conventional style of legal writing, particularly given the gruesome and tragic facts involved in many of the decisions he has written, raises numerous questions: Who is the audience for these literary judgments? Do judges write for a different readership when they issue decisions which depart significantly from the traditional style of legal writing? What are some of the attendant risks of delivering literary judgments to particular audiences? Do Justice Watt’s literary judgments speak appropriately and productively to the three constituencies for court decisions identified by judges themselves: the parties (understood broadly), the public, and the legal profession? Using Justice Watt’s decisions as a case study, this article considers the issue of judicial audience in the context of literary judgments. The article proceeds in three sections, each dedicated to an examination of Justice Watt’s literary decisions in relation to one of these three audiences.

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 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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.724
Threshold uncertainty score0.997

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 studies0.0040.000
Scholarly communication0.0000.001
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 head0.133
GPT teacher head0.369
Teacher spread0.236 · 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 teacher head, not a consensus.

Study designQualitative
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

Citations2
Published2020
Admission routes3
Has abstractyes

Explore more

Same venueMcGill Law JournalSame topicCriminal Law and EvidenceFrench-language works237,207