MétaCan
Menu
Back to cohort
Record W3121301256

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

2019· article· en· W3121301256 on OpenAlexaffabout
Elaine Craig

Bibliographic record

VenueSSRN Electronic Journal · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsDalhousie University
Fundersnot available
KeywordsEconomic JusticeContext (archaeology)HarmPolitical scienceLawAppealArbitrarinessEmpathySociologyPsychologySocial psychologyHistory
DOInot available

Abstract

fetched live from OpenAlex

Applicants to the federal judiciary identify three main audiences for their decisions: the involved and affected parties, the public, and the legal profession. This case study examines a set of decisions authored by Justice David Watt of the Ontario Court of Appeal, involving the rape, torture, murder or attempted murder of women, in which he attempts humour or uses puns, parody, stark imagery and highly stylized and colloquial language to introduce the violence, or factual circumstances surrounding the violence, in these cases. It assess these introductions in relation to the audiences judges have identified as important for their decisions. The study concludes that these literary introductions may not speak productively to any of the three audiences identified as critical by applicants to the federal judiciary. For example, Justice Watt’s writing in these introductions does not reflect the empathy and sensitivity that some judges have identified as an important feature of writing that is intended for the parties (in their applications for appointment). The study also highlights two interrelated factors that judges should consider when writing decisions involving gender-based violence with a view to the public audience that these decisions are likely to receive. These factors are the crisis of public faith in the legal system’s ability to respond appropriately to incidents of gender-based harm, and the importance of writing judicial decisions that do not obscure the social context and dynamics that produce gender-based violence. Justice Watt’s unorthodox writing in these cases does not reflect consideration of these factors. Justice Watt’s short, staccato style introductions to decisions 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, 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? 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?

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.181
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.023
GPT teacher head0.324
Teacher spread0.301 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2019
Admission routes2
Has abstractyes

Explore more

Same venueSSRN Electronic JournalSame topicMulticultural Socio-Legal StudiesFrench-language works237,207