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Record W3047205859

The School Ressource Officer and the Effectivity of Law. Comparative Analysis of Police’s Teaching Work About Law in France and in Canada

2017· article· en· W3047205859 on OpenAlexaboutno aff
Anne Wuilleumier

Bibliographic record

VenueDroit et societe · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicPolicing Practices and Perceptions
Canadian institutionsnot available
Fundersnot available
KeywordsMandateOfficerLawWork (physics)Construct (python library)HeuristicsSociologyCurriculumLaw enforcementPolitical scienceCriminologyEngineeringComputer science
DOInot available

Abstract

fetched live from OpenAlex

Starting in the 1980s in Canada and the 1990s in France, police started to implement teaching curricula in schools, as part of a risk management and crime reduction program targeting juveniles. This article examines the ways in which the police interpreted and applied their new teaching mandate, and how they developed their teaching heuristics. As a study in the sociology of policing, this article compares the very different ways in which French and Canadian police made sense of their new responsibilities. The article contends that these pedagogical interactions with students help shape the very different ways in which the police in the two countries construct their citizens’ relationship with the law and with its application to real-world situations. The article explores the reasons why the police of France and Canada take such different approaches to their efforts to make the legal order appealing to their young charges.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.522
Threshold uncertainty score0.823

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 studies0.0010.001
Scholarly communication0.0000.000
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 head0.028
GPT teacher head0.374
Teacher spread0.346 · 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 designObservational
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
Published2017
Admission routes1
Has abstractyes

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