Policing Contracts for Unconscionability: Guidelines for International Arbitrators Subject to the Scrutiny of US Courts
Bibliographic record
Abstract
In the United States private contracts are policed using a combination of statutory prohibitions and the doctrine of unconscionable contracts. With the exception of Australia and perhaps Canada, in this the United States stands alone, For the rest of the world, including common law jurisdictions such as England, contracts are policed almost exclusively by statutory prohibitions. In civil law countries it is common place for lawyers to consult statutes that contain long lists of prohibited provisions. If a given type of clause is listed, it is deemed per se unenforceable and the role of the judiciary is simply to enforce the statute. In civil law jurisdictions the element of judicial subjectivity is absent from the policing process. What accounts for the dramatic difference between the two approaches to the policing of contract term? And is the difference really all that surprising? In this article the point is made that the differences are attributable to an underlying cultural bias that favors individual choice. Many refer to both countries as having a cowboy mentality, a mindset that allows for risk taking even if doing so results in an otherwise unfortunate outcome. Both the United States and Australia highly prize the right of the individual to take risks with limited governmental oversight. In both countries so long as the individual is aware of the terms contracted for, and so long as the decision to accept a term isn't manipulated in a manner that offends the contracting system, the individual is usually allowed to decide what is and what isn't best, given the unique circumstances of a given contract. The only exceptions are terms that (1) violate statutory law, in which case the clause is per se unenforceable or (2) violates public policy, in which case the clause may be considered per se unenforceable upon a determination of applicable public policy or (3) is so one sided and unduly harsh as to be grossly unfair in which case the term can be challenged as being unconscionable. The later two types involve determinations made by courts and are subject to judicial subjectivity. The article compares and contrasts the laws of numerous countries with those in the United States and Australia and discusses the implications of the differences within the context of arbitration proceeds brought before arbitrators trained in the civil law tradition. Recent case law (Buckeye Check Cashing v. Cardegna, 126 S. Ct. 1204 (2006)) suggests that arbitrators must resolve the issue of unconscionability if there is a challenge to the contract in the entirety as opposed to a challenge to the arbitration clause itself. Therefore, arbitrators trained in the civil law tradition may be called upon to provide rulings involving a theory of law that is totally unfamiliar to them. The article is constructed with these readers in mind.
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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 | 0.103 | 0.112 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.006 | 0.004 |
| Science and technology studies | 0.018 | 0.033 |
| Scholarly communication | 0.034 | 0.026 |
| Open science | 0.007 | 0.014 |
| Research integrity | 0.037 | 0.022 |
| Insufficient payload (model declined to judge) | 0.005 | 0.003 |
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".