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Record W6903326434 · doi:10.11575/prism/33927

The Expanding Role of the Justice of the Peace

2004· other· en· W6903326434 on OpenAlexaboutno aff

Bibliographic record

VenuePRISM (University of Calgary) · 2004
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsConvictionDutyLegislationConstitutionCriminal justiceIndependence (probability theory)Economic JusticeWork (physics)ParliamentLegislature

Abstract

fetched live from OpenAlex

JPs' duties vary from province to province. In Ontario, JPs preside over criminal trials of summary conviction but are not allowed to issue peace bonds. The opposite holds true in British Columbia, where JPs do not preside over trials and do issue peace bonds. Within each province, there may be various categories of JPs, such as Sitting JPs and Presiding JPs. Sitting JPs in several provinces conduct trials in provincial and municipal regulatory offences. Traffic tickets form the largest proportion of these offences. If one is involved in the legal system at all, it is most likely to be in relation to this type of offence. In some provinces, the Sitting JP will hear evidence at trials for summary conviction and preside over trials at request of the Chief Judge. JPs in Nunavut are judges in their single-level trial court system. The duties of JPs may be administratively changed without amending the legislation. In Manitoba, senior court officials change the daily duties of JPs as required. A duty roster system operates in British Columbia ensuring the JPs time off from work as well as spreading out their coverage. In Ontario, the duty roster scheme was created partly to prevent police from JP-shopping. Although protected by the Constitution and legislation like the rest of the judiciary, JPs' independence is subject to more administrative control than other members of the judiciary. JPs consider the evidence brought forth by police to lay charges. They issue powerful warrants of all kinds. They decide whether accused persons should be released pre-trial. They conduct the trials on a multitude of regulatory offences. This means that JPs are often at the forefront of the justice system. In most cases, the first independent decision maker an accused person will meet in the system, will be a JP. Because JPs do work that is inconvenient, routine, or off-hours for full time, permanent judges, they fill an essential role in the judiciary.

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)0.006
metaresearch head score (Gemma)0.010
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: Other · Consensus signal: Other
Teacher disagreement score0.249
Threshold uncertainty score0.495

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0200.023
Scholarly communication0.0150.008
Open science0.0020.014
Research integrity0.0060.011
Insufficient payload (model declined to judge)0.0190.003

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 head0.007
GPT teacher head0.193
Teacher spread0.186 · 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
GenreOther

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
Published2004
Admission routes1
Has abstractyes

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