International Law and Theories of Global Justice
Bibliographic record
Abstract
International law informs, and is informed by, concerns for global justice. Yet the two fields that engage most with prescribing the normative structure of the world order – international law and the philosophy of global justice – have tended to work on parallel tracks. Many international lawyers, with their commitment to formal sources, regard considerations of substantive (and not merely procedural) justice as ultra vires for much of their work. Philosophers of global justice, in turn, tend to explore the moral commitments of international actors without grappling with the international legal doctrine or institutions. In recent years, however, both disciplines have begun to engage with one another more. This discussion among international lawyers and philosophers addresses the promises of and challenges to interdisciplinary approaches to global justice. The contributors consider the added value of philosophical inquiry to issues facing international law practitioners or scholars, the salience of of international law for political philosophy, and the methodological distinctions between the two fields. The contributors also identify promising lines and examples of interdisciplinary scholarship.
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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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.006 | 0.041 |
| Scholarly communication | 0.015 | 0.013 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.007 | 0.008 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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".