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Record W2273430324 · doi:10.14288/1.0093677

The administration of justice in the three higher criminal courts of Vancouver

2011· article· en· W2273430324 on OpenAlexaboutno aff
Herman Harry Litsky

Bibliographic record

VenuecIRcle (University of British Columbia) · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsnot available
Fundersnot available
KeywordsAdministration (probate law)CriminologyCriminal justicePolitical scienceAdministration of justiceEconomic JusticeLawSociology

Abstract

fetched live from OpenAlex

The object of this study is to explain the organization of law courts and allied matters relating to the administration of justice in the three higher criminal courts of Vancouver: 1. The County Court Judge's Criminal Court. 2. The Supreme Court. 3. The Court of Appeal. Most of the material for this study was obtained through interviews with the judges and staff of these courts. In the past the administration of justice has hardly been considered a subject by legal writers as evidenced by the paucity of literature in the Canadian field. Some writers have included the system of courts but necessarily could not give it much space; others presumed that the reader was acquainted with the subject. The study outlines the jurisdiction of these three courts, including the functions of the judges and staff attached to them. The study also outlines the process of trials originating in the Magistrate's Court and culminating in the three higher courts. Finally, some general conclusions and recommendations are made regarding some of the inadequacies now existing in these three courts. The writer's sincere impression, having had a legal background, is that the social worker needs a knowledge of the present administration of justice, how it really works, and what criticisms and suggestions have been made to improve it. Law treated as sacrosanct, isolated from the society it serves, must succumb to a more modern approach. To some extent, this means that lawyers, social workers and other people concerned with the administration of justice must look critically at its present structure. Only through knowledge and mutual endeavor by those involved with the administration of justice can the rights of individuals appearing before the courts be protected. It is hoped that this study will arouse some interest and that others will carry out extensive research in this area in the near future.

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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.069
Threshold uncertainty score0.498

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0220.006
Scholarly communication0.0060.001
Open science0.0020.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.043
GPT teacher head0.243
Teacher spread0.200 · 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 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

Citations0
Published2011
Admission routes1
Has abstractyes

Explore more

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