Gender, Conflict and Human Rights in Northern Nigerian Novel
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper investigates the question of gender, conflict and human rights in northern Nigeria society using the novel Yar'fari (2020) by A'aisha Abdulkareem. The study seeks to delineate the critical need for gender equity, peace and conscientization towards human rights for females in northern Nigeria in particular and other regions at large. Consequently, this study opens up how Nigerian literature plays a vital role in explicating the gap between men and women, boys and girls generated by cultural restrictions and patriarchal constructions which often translate to gender conflict. Using the theoretical tool of Africana Womanism as propagated by Clenora Hudson-Weems, this paper addresses gender, conflict and the necessity to take action and create harmony, balance, justice, complementarity among sexes geared towards strengthening human rights and fundamental freedom. Put together, the text Yar'fari signifies a coherent engagement to challenge gendered conflicts, oppression and human rights encroachment in all forms.
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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