The politics of vulnerable masculinity in couple therapy
Bibliographic record
Abstract
Couple therapy and related literature has problematized men's emotional inexpressiveness as constraining for men and as contributing to men's privileged and dominating position vis-à-vis women. Fostering men's emotionality in and outside of therapy has been proposed as a way to improve men's well-being and relationships and promote gender equality. Critical masculinity scholars have noted that many men now enact vulnerable ("softer") and emotional forms of masculinity. Yet, there is lack of insight into how such enactment may intersect with gender inequality. This article presents a critical thematic analysis of 30 transcribed videotaped couple therapy sessions focusing on the performance of men's affective masculinities and the political dimensions of men's increasing emotionality within couple therapy. The study shows that vulnerable masculinities, although argued as bearing the potential to foster relational and social change, may also obscure continuing commitment to dominant masculinity norms. Implications for practice are discussed.
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How this classification was reachedexpand
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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".