A Conceptual Framework for Regulating Customary Law within Pluralistic African States: Reassessing Justice Sector Reforms for Reconciling Legal Traditions
Why this work is in the frame
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Bibliographic record
Abstract
Customary law and traditional institutions once constituted the comprehensive legal system regulating a wide spectrum of activities within African states. However, colonialism created a framework for the politics of legal dualism, which led to a process of transformation and shift in the nature of structures and practices of states. As such, now independent states are constantly trying to identify ways to sustain the cultural heritage reflected in customary laws and institutions, as they attempt to also function as modern democratic states. Scholars have highlighted the practical and structural changes that need to be made to ensure effective regulation of customary law. To this work, my paper provides a framework to supplement current judicial reforms within African states. I argue that for customary law to be effectively used as a mechanism for legal regulation within cultural communities, the current legal framework within African states needs to move beyond the idea of legal recognition and tolerance, to one that reconciles the complexities of different legal traditions.
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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