The Black Pill: New Technology and the Male Supremacy of Involuntarily Celibate Men
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
Involuntary celibates, or "incels," are people who identify themselves by their inability to establish sexual partnerships. In this article, we use analytic abduction to qualitatively analyze 9,062 comments on a popular incel forum for heterosexual men that is characterized by extensive misogyny. Incels argue that emerging technologies reveal and compound the gender practices that produce involuntarily celibate men. First, incels argue that women's use of dating apps accelerates hypergamy. Second, incels suggest that highly desirable men use dating apps to partner with multiple women. Third, incels assert that subordinate men inflate women's egos and their "sexual marketplace value" through social media platforms. We argue that incels' focus on technology reinforces essentialist views on gender, buttresses male domination, dehumanizes women, and minimizes incels' own misogyny. We discuss findings in relation to theories of masculinity and social scientific research on the impacts of emerging technology.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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