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Record W4415136623 · doi:10.1080/09540253.2025.2568407

From ‘villains’ to ‘idols’: exploring teenage boys’ conflicting attachments to manospheric masculinities

2025· article· en· W4415136623 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGender and Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGender Roles and Identity Studies
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaUniversity College London
KeywordsMasculinityQualitative researchSexual identityEthnographyPower structureNarrativeHuman sexualityPerspective (graphical)

Abstract

fetched live from OpenAlex

Andrew Tate is emblematic of a new iteration of male supremacist influencers, often referred to as ‘manfluencers’ or ‘misogyny influencers’. Research on the relationship between boys’ consumption of and support for these influencers, and their circulation of regressive gender ideologies, is in its formative stages. This paper explores these issues using focus groups and follow-up interviews with young people (aged 12–17) in four schools in London, England. While many boys ‘othered’ Andrew Tate and condemned his misogyny, several boys simultaneously demonstrated a continuum of support for manospheric content promoting sexist gender roles and exaggerated masculine ideals. We discuss how boys affectively responded to these digital discourses and the role of humour in normalizing the gendered power hierarchies at play. The findings highlight the need for interventions that go beyond condemning single influencers, situating manospheric masculine archetypes within the systemic and increasingly networked subordination of women, femininity, and Queer identities on mainstream platforms.

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.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.083
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 studies0.0010.000
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 head0.096
GPT teacher head0.386
Teacher spread0.290 · 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