African-American Female College Presidents: Self Conceptions of Leadership
Why this work is in the frame
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Bibliographic record
Abstract
This paper explores how the interaction of race and gender influences African-American female college presidents' origins and conceptions of leadership. Traditional leadership literature focuses on males as the informants about leadership. In recent years, more research has been conducted about how gender might influence leadership. However, rarely is race considered and even less frequently is there a discussion of how one's race and gender might influence one's conception of leadership. Interviews with twelve African-American female college presidents (about a quarter of all African-American female college presidents) discussed the role that social class, educational background, and the process for emerging as leaders, has had on their views of themselves as leaders. In addition, this research confirms the importance of race to these women's identities and as a motivator for assuming leadership positions.
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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 | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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