The International Criminal Court at 25
Bibliographic record
Abstract
On July 17, 2023, the International Criminal Court (ICC) will mark the 25th anniversary of the adoption of the Rome Statute, its founding treaty. The Statute constituted a remarkable transfer of authority from sovereign states to an international institution: The ICC is the first permanent court charged with prosecuting individuals, including senior political and military leaders, for atrocity crimes. Per the Statute, the ICC was designed with the goals of ending impunity for these crimes, contributing to their prevention, and delivering justice to victims. To what extent has the ICC achieved these and other goals in the Rome Statute? The ICC’s upcoming anniversary provides an opportune moment to examine this question and take stock of the Court’s performance. This special issue of the Journal of Human Rights addresses this question from an empirical perspective, focusing on two themes: (1) the ICC’s relations with states, which critically condition its operations and impact, (2) the Court’s effectiveness in achieving the goals outlined in the Rome Statute, specifically ending impunity and mitigating violence.
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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 | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.015 | 0.005 |
| Scholarly communication | 0.015 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.009 | 0.009 |
| Insufficient payload (model declined to judge) | 0.037 | 0.009 |
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".