In Search of Accountability: A Critical (If Preliminary) Assessment of the Literature on Canadian-Nigerian Engagements on the Immunities of State Officials for Human Rights Violations
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 trials of German and Japanese state officials following the end of World War II at the International Military Tribunals in Nuremberg and Tokyo along with treaty obligations undertaken by states since at least the establishment of the United Nations, have together given rise to the question of whether states and their officials are entitled to immunity for violations of human rights. This question was highlighted by the case against Pinochet Ugarte of Chile, which came more recently before the United Kingdom House of Lords. The case propelled the immunity of state officials into the limelight of judicial and academic discourse and resulted in increased human rights advocacy for accountability against senior state officials. Since the 1990s, the practice of the United Nations Security Council of establishing ad hoc international criminal tribunals under their peace and security mandate, and the referral to the International Criminal Court and/or its preliminary investigation of later cases arising from conflicts in places like Darfur, Libya, and North Eastern Nigeria, sustain the impetus for this article.
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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 | 0.003 | 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 | 0.004 | 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