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Record W1964456073 · doi:10.3138/cjccj.52.5.471

Constats d'infraction, accidents de la route et certitude relative de la peine : une évaluation quasi-expérimentale des effets contextuels et structurels de la dissuasion policière

2010· article· en· W1964456073 on OpenAlexaffvenueabout
Isabelle Beaudoin, Étienne Blais

Bibliographic record

VenueCanadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicCrime Patterns and Interventions
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsPopulationDeterrence (psychology)Valuation (finance)HumanitiesPsychologyWelfare economicsCriminologySociologyEconomicsDemographyFinancePhilosophy

Abstract

fetched live from OpenAlex

Results of studies using cross-section and time series data call into question the utility of deterrence theory to explain the relationship between arrests and crime. In this study, we propose that the absence of a relationship between arrests and the crime rate is explained, in part, by the omission of notions of contextual and structural deterrence in the analysis. Contextual deterrence would be produced when the risk of arrest is increased to an unacceptable level for the population and this risk is maintained over a lengthy period of time. Structural deterrence underscores the importance of considering police jurisdictions as a unit of analysis, since the sentence would affect the exposed population. In order to demonstrate the utility of such notions, we have evaluated the effect of the Road and Traffic Safety Team of the Montreal Police Service on collisions involving injuries. Our results show that the introduction of the Road and Traffic Safety Team was followed by an immediate and sustained increase in police activity, which, in turn, led to a gradual decrease in collisions with injury. These results show the importance of including the concepts of contextual and structural effects in the study of the general deterrent effect of sentencing.

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)0.006
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.617
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0010.003
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.002
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 head0.080
GPT teacher head0.405
Teacher spread0.325 · 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 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

Citations2
Published2010
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénaleSame topicCrime Patterns and InterventionsFrench-language works237,207