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Record W3134074227 · doi:10.51681/1.613

Extreme sex-negativity: An examination of helplessness, hopelessness, and misattribution of blame among “Incel” multiple homicide offenders

2020· article· en· W3134074227 on OpenAlex
David Williams, Michael Arntfield

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Positive Sexuality · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSexual Assault and Victimization Studies
Canadian institutionsWestern University
FundersIdaho State UniversityNorthwestern University
KeywordsBlameLearned helplessnessPsychologyCommitMisattribution of memoryFeelingIdeologyHomicideSocial psychologyAttributionCriminologyPoison controlSuicide preventionPsychiatryMedicineLaw

Abstract

fetched live from OpenAlex

Self-identified involuntary celibates, or “incels,” have congregated online in recent years as a way to discuss and promote a particular patriarchal and blatantly misogynist ideology that blames women, specifically, and feminist society, broadly, for the unmet sexual desires of men who feel entitled, based on gender, to sexual experiences. Thus, incel ideology is an obvious example of severe sex-negativity. While incel ideology is commonly filled with hate speech and threats of violence, there are very few, fortunately, who go on to commit extreme violence. The present study examines feelings of hopelessness and helplessness among seven incel offenders who committed or clearly attempted to commit multiple murder. Although these offenders invariably felt hopelessness and helplessness across major areas of life functioning, they grossly misattributed blame to women for their overall misery. Findings provide valuable insights into the psychology of an extreme form of sex-negativity that extends a mindset of revenge rape to pseudocommando-style mass murder.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.085
Threshold uncertainty score0.513

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.082
GPT teacher head0.325
Teacher spread0.243 · 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