Masculine Conformity and Social Dominance’s Relation With Organizational Culture Change
Why this work is in the frame
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Bibliographic record
Abstract
While the workforce is becoming increasingly more modernized and diverse, masculine norms are prevalent among certain organizations that remain male-dominated. Namely, the military is an institution that promotes masculine stereotypes and a culture where such stereotypes form a normative system of hierarchy. This study, surveying 145 military cadets at the Royal Military College of Canada (RMC), found that social dominance orientation, or preference for in-group superiority and out-group inequality, was associated with higher conformity to masculine norms. Moreover, higher levels of social dominance explained the relationship between masculine conformity and less acceptance toward cultural reforms in the Canadian Armed Forces (CAF). These findings suggest that achieving true organizational culture change in the military involves challenging not only masculine norms but, more importantly, the dominant and nonegalitarian attitudes of social dominance.
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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 | 0.001 | 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 it