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Record W4239886919 · doi:10.46692/9781447326939.004

Police systems, perspectives and contested paradigms

2015· other· en· W4239886919 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typeother
Languageen
FieldSocial Sciences
TopicPolicing Practices and Perceptions
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyPolitical scienceGeography

Abstract

fetched live from OpenAlex

There is a range of policing systems in various societies and it is useful to clarify briefly what formed them, what they look like and how they differ (Mawby, 1999). For there is a tendency, which many follow, to ignore history and to generalise sweepingly about policing. The systems do have universal elements that cross cultures, but we should remain conscious of the dissimilarities and bear in mind system and cultural differences. Police research has been conducted predominately in the English-speaking world and often to the neglect of material in other languages which could provide access to a rich variety of systems (Hoogenboom and Punch, 2012). Brodeur (2010), for example, was a French Canadian whose work fruitfully draws on sources in French, both historical and modern, which he employs to chart the differences between the two dominant ‘French-Continental’ and ‘Anglo-Saxon’ criminal justice systems. Students of policing can be much aided by his insightful work. Also it remains the case that, despite change, police systems often continue to display genetic features reflecting their society's history and culture. Therefore, this chapter takes a closer at different police systems and deals with the important distinction made by Brodeur (1983, 2010) between what he calls ‘low’ and ‘high’ policing and his insights on ‘militarised’ policing. The chapter then examines the concept of policing paradigms as well as paradigm change in the UK and the Netherlands. Police systems It is possible to discern five main types of police systems or policing styles in existence since the start of ‘modern’ policing some two centuries ago. First, the French – or ‘Continental’ – model can be traced to the 17th century. In France, high-level magistrates working on behalf of the absolute monarch were tasked with a broad form of ‘government’ in regulating matters to protect the monarchy and ensure order in the cities where there was a continual threat of disturbances. The term ‘police’ was not then used and the broad concept of government was not at all like the modern notion of police; rather, it was an all-encompassing mandate utilising in practice a combination of central surveillance by spies and informers and of urban order maintenance by military-style units (Brodeur, 2010). There later evolved in France a system of local and national policing agencies falling under diverse ministries and with a national, centrally led gendarmerie for maintaining state control that was formally part of the military.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.386
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.080
GPT teacher head0.399
Teacher spread0.319 · 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 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".

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Citations0
Published2015
Admission routes1
Has abstractyes

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