The Construction of Feminine Psychology in Swahili Women’s Nuptial Poetry-Unyago
Bibliographic record
Abstract
This article examines the construction of feminine psychology in Swahili women nuptial poetry-unyago. Unyago poetry is composed and performed by Swahili women. Swahili is a community located along the coastal region of Kenya. This article, therefore, focuses on intersections between psychology and poetry in analyzing and describing how unyago poetry reveals the mindsets and emotions of Swahili women. Data for analysis in article is derived from research carried out among women of Swahili decent living at Kisumu using observation and in-depth interviews as data collection methods. Unyago poetry is viewed as confessions and revelations of the female self, the marriage institution and that of the marital partner. Worth noting is the fact that the women, whose ancestors originated from the coastal region of Kenya, have preserved the nuptial rituals and teachings therein across time and space. Through unyago, the women socialize their girls from children to women and is a deeply rooted practice in their philosophy, psychology, and culture of the Swahili people. Thus, this article contends that unyago is both a reflection of group and individual psychological reactions to cultural expression through poetry.
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.
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 | 0.001 | 0.001 |
| 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".