A New International Human Rights Court for West Africa: The ECOWAS Community Court of Justice
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
The Community Court of Justice of the Economic Community of West African States (ECOWAS Court) is an increasingly active and bold adjudicator of human rights. Since acquiring jurisdiction over human rights complaints in 2005, the ECOWAS Court has issued numerous decisions condemning human rights violations by the member states of the Economic Community of West African States (Community). Among this Court’s path-breaking cases are judgments against Niger for condoning modern forms of slavery and against Nigeria for impeding the right to free basic education for all children. The ECOWAS Court also has broad access and standing rules that permit individuals and nongovernmental organizations (NGOs) to bypass national courts and file suits directly with the Court. Although the Court is generally careful in the proof that it requires of complainants and in the remedies that it demands of governments, it has not shied away from politically courageous decisions, such as rulings against the Gambia for the torture of journalists and against Nigeria for failing to regulate multinational companies that have degraded the environment of the oil-rich Niger Delta.
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.
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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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