The Emergence of the Incel Community as a Misogyny-Motivated Terrorist Threat
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.
Bibliographic record
Abstract
The incel (involuntary celibate) community is characterized by misogynistic beliefs surrounding women and a fatalistic outlook on society. Incels have committed, or have attempted to commit, several acts of mass violence globally, which suggests they are an emerging terror threat. In this study, we discuss how incels position their violence as ideological terrorism, how this violence is tied to misogyny despite incels’ additional targeting of non-women, and finally, the extent to which incels are, or at least claim to be, anti-violence or otherwise non-violent. To do this, we inductively analysed over 1000 comments from a popular incel forum, Incels.is, detailing how incels discuss three mass-murderers associated with the incel community: Elliot Rodger, Alek Minassian, and Jake Davison. Through revealing the ways incels discuss these three men, we conclude that incels view their own violence as terrorism with ideological aims, thus qualifying the community as a terrorist threat.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it