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Pathways to sexual aggression according to modus operandi in male and female perpetrators: A systematic review

2025· article· en· W4416433285 on OpenAlexafffund
Jean Proulx, Alexandre Gauthier, Etienne Garant, Stéphanie Langevin, Tamsin Higgs, Jonathan James, Frédéric Ouellet

Bibliographic record

VenueJournal of Criminal Justice · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSexual Assault and Victimization Studies
Canadian institutionsUniversité de MontréalInternational Centre for Comparative CriminologyUniversité du Québec à Trois-RivièresInstitut Philippe Pinel de Montréal
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsAggressionSadistic personality disorderPoison controlHuman factors and ergonomicsInjury preventionSexual behavior

Abstract

fetched live from OpenAlex

Over the last 40 years, studies have been carried out to investigate the pathways to sexual aggression. However, the heterogeneity of these pathways across studies remains unspecified, due to the use of diverse terminology. Consequently, the aim of the current systematic review was to investigate these pathways in various offender categories. A search of 21 online databases identified 29,218 candidate studies, of which 23 specifically examined pathways to sexual aggression. These pathways include developmental, personality, lifestyle, disinhibitor, and modus operandi characteristics. In the 23 studies, which used a variety of quantitative and qualitative methodologies, we found 7 prototypical pathways. Some are specific to one category of sexual aggressor (e.g., the sadistic pathway in adult male perpetrators having adult female victims) and others are found in all categories of aggressors (e.g., escaping negative mood). These results support the view that internal (e.g., psychopathy, deviant sexual fantasies) and external (e.g., victim resistance) constraints interact in a limited number of ways, and so give rise to only a limited number of prototypical pathways to sexual aggression. • There is a limited number of pathways leading to the commission of a sexual assault. • Some pathways are specific to the sexual aggressors of women (sadistic and angry). • Some pathways are specific to the sexual aggressors of children (non-coercive deviant). • One pathway is common to all types of sexual aggressors (escaping negative affect).

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.385
Threshold uncertainty score0.404

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.056
GPT teacher head0.384
Teacher spread0.328 · 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 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
Published2025
Admission routes2
Has abstractyes

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