Charting Developments Concerning Punitive Damages: Is the Tide Changing?
Bibliographic record
Abstract
This essay discusses a number of developments outside of the United States concerning punitive damages, which may ultimately signal a change in the way other countries view American awards of such damages.\nTo date, courts in many countries have refused to recognize and enforce American punitive damages awards on the ground that they violate the host country’s public policy. In most civil law countries, such as France and Germany, penal damages can only be ordered in criminal proceedings; a civil award of such damages has been viewed as contrary to ordre public. In common law countries, while punitive damages generally may be awarded in civil suits, there is no agreement on the circumstances warranting punitive damages, and courts differ on the appropriate amount of such an award.\nWhile traditionally American awards of punitive damages have been difficult to enforce abroad, this practice may be about to change. Recently developments in France, Germany and the European Union, as well as decisions in Australia, Canada and Spain point toward greater receptivity to punitive damages and enforcement of foreign awards of these damages. In France, proposed revisions to the French Civil Code call for awarding punitive damages in certain cases. In Germany, a study by a prominent scholar finds that German courts are beginning to award penal damages in civil actions. In the European Union, a European Commission Green Paper raises the possibility of allowing the doubling of damages in certain antitrust cases. In Australia, a recent decision by the Supreme Court of South Australia opines that Australian courts would enforce large punitive damages awards ordered by American courts. Moreover, in Canada and Spain, appellate courts affirm decisions to enforce American judgments that included punitive damages. While these developments do not point toward clear sailing for American punitive damages abroad, when viewed together they may foreshadow a change in the wind that may ultimately lead to greater enforcement of these damages.
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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 | 0.020 | 0.045 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.006 | 0.007 |
| Science and technology studies | 0.010 | 0.018 |
| Scholarly communication | 0.038 | 0.039 |
| Open science | 0.003 | 0.006 |
| Research integrity | 0.018 | 0.031 |
| Insufficient payload (model declined to judge) | 0.008 | 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".