Bibliographic record
Abstract
International law, as expressed in treaties and in customary law, is of growing importance in municipal jurisdictions throughout the world. Some barriers to the use of international law in national courts are identified. Occasionally, they include scepticism and even hostility about this body of law. However, the past 60 years have witnessed a remarkable change in judicial attitudes in final courts in most Commonwealth countries. In the UK, the impact of Europe has helped create an ‘incoming tide’. In South Africa, India and Canada, constitutional provisions have stimulated the change. New Zealand is now affected by its Bill of Rights Act. But, in Australia, none of these forces was available and decisional authority adhered for decades to strict dualism. The changing pace of utilisation of international law in the UK and Australia are described. In the UK, the Human Rights Act 1998 now consolidates a trend already happening in the courts. In Australia, the Mabo decision in 1992 effectively endorsed the Bangalore Principles on the municipal application of international human rights norms. This paper describes the contrasting case-law. In the foregoing countries, it concludes with a response to criticisms of judicial utilisation of international law and a suggestion of the proper jurisprudential basis that can be identified to sustain a judicial process that is now well advanced in the countries surveyed.
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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 | 0.013 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.006 | 0.010 |
| Science and technology studies | 0.014 | 0.099 |
| Scholarly communication | 0.035 | 0.036 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.012 | 0.015 |
| 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".