Images and lyrics: Representations of African American women in blues lyrics written by black women
Bibliographic record
Abstract
The purpose of this thesis is to examine to what extent representations of double jeopardy and the stereotypical images of African American females: Mammy, Matriarch, Sapphire, and Strong Black Woman emerge in the blues lyrics of Alberta Hunter, Gertrude "Ma" Rainy, Memphis Minnie, and Victoria Spivey, using the theoretical framework of Black feminist rhetorical critique. The findings in this research entail several meanings regarding the lives of African American women during the 1920s and 1930s. Representations of racism, sexism, and classism also appear in the theme of relationships with various subthemes. The focus of this study is to explore the evolution of Black music and examine the role women have played in both the development and advancement of the blues genre. Additionally, the study will explore various concepts of cultural identity development in order to establish the process of how identity is constructed and negotiated in African Americans specifically African American women.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".