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Record W3113821777 · doi:10.7202/1076201ar

Missing the Point: A Critical Reflection on Operation HONOUR and Reactions to Military Sexual Misconduct by Veterans of the Canadian Armed Forces

2021· article· en· W3113821777 on OpenAlexafffundabout
Walter Callaghan

Bibliographic record

VenueAtlantis Critical Studies in Gender Culture & Social Justice · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Security, and Conflict
Canadian institutionsUniversity of Toronto
FundersUniversity of TorontoCanadian Armed Forces
KeywordsHonourMisconductCriminologyHegemonic masculinityMilitary psychologyPsychologySexual misconductSocial psychologySociologyMilitary personnelPolitical scienceMasculinityLawGender studies

Abstract

fetched live from OpenAlex

While there has undoubtedly been progress made in regards to the inclusion of women and LGBTQ+ individuals as full members of the Canadian Armed Forces (CAF), it is questionable as to whether the organizational culture has shifted since these efforts were initiated almost thirty years ago. This article argues that resistance to culture change is based in sexist beliefs and attitudes, which are most noticeable in discussions related to Operation HONOUR, the CAF initiative meant to purposefully change military culture in an effort to eliminate sexual misconduct. The article critically reflects on how the CAF has presented results from surveys aimed at examining the beliefs and perceptions of current serving members in regards to sexual misconduct in the military. It argues that the CAF is missing key points of analysis, particularly in failing to identify and analyse the beliefs, attitudes, and behaviours that make up a problematic and misogynistic military culture. To address this, the article presents a taxonomy of sexism to help understand the attitudes of soldiers and veterans. Based on this taxonomy and informed by long-term and ongoing ethnographic research, the article then outlines a spectrum of behavioural archetypes, namely: (1) allyship to victims, (2) willful blindness to the prevalence of and harms caused by military sexual misconduct, and (3) a negative and misogynistic response tied to what has been termed as toxic masculinity. Understanding these behaviours and their embeddedness in veterans’ self-perceptions and the military’s culture is key to achieving CAF culture change in the context of systemic sexual misconduct.

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)0.018
metaresearch head score (Gemma)0.046
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.191
Threshold uncertainty score0.648

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.046
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0560.032
Scholarly communication0.0110.006
Open science0.0050.008
Research integrity0.0070.021
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 head0.124
GPT teacher head0.417
Teacher spread0.293 · 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 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

Citations9
Published2021
Admission routes3
Has abstractyes

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Same venueAtlantis Critical Studies in Gender Culture & Social JusticeSame topicGender, Security, and ConflictFrench-language works237,207