Strategic Litigation in South Africa and Uganda: Shared Perspectives and Comparative Lessons
Bibliographic record
Abstract
Abstract The South African Constitution, particularly its Bill of Rights, is regarded as one of the most progressive in the world. The Ugandan Constitution, adopted around the same time as its South African counterpart, also has a Bill of Rights. Lawyers and advocacy groups in both countries have taken advantage of their constitutions to challenge the government to enforce several rights ranging from health care services, education, water and sanitation, to housing and social security, albeit at a lower scale and with less impact and significance in Uganda than South Africa. The purpose of this paper is to discuss and determine the constitutional impact of strategic litigation in South Africa and Uganda. The paper begins with a conceptual context of strategic litigation. The specific reasons for the choice of the two countries are highlighted before focusing, in a comparative way, on some relevant organizations and the various court decisions that have emanated from strategic litigation in both countries. The paper identifies similarities and differences between Ugandan and South African approaches to strategic litigation. Conclusions are then made after highlighting the comparative lessons that both countries can learn from each other, but also what other African states can learn from these two countries’ experiences.
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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 | 0.010 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.007 |
| Science and technology studies | 0.026 | 0.029 |
| Scholarly communication | 0.015 | 0.013 |
| Open science | 0.001 | 0.013 |
| Research integrity | 0.005 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 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".