The UNCITRAL Model Law on International Commercial Arbitration - A Commentary
Bibliographic record
Abstract
This Commentary provides rich and detailed analysis both of the provisions of the UNCITRAL Model Law on International Commercial Arbitration (the Model Law), and of its implementation, including a comparative account of the operation of the Model Law in the numerous jurisdictions which have adopted it throughout the world. Key Features: • Comparative and thorough analysis of the provisions of the Model Law • Consideration of the interpretations of the Model Law adopted by courts, with references to numerous cases from common law jurisdictions (Singapore, Hong Kong, India, Australia, New Zealand, Canada), Germany and Austria, central Europe (Poland, Hungary, Bulgaria), Spain, South Korea and Egypt • Insight into variations in the statutory implementation of the Model Law in various jurisdictions across Europe, Asia, the Middle East and Latin and North America, with the most common amendments identified and highlighted • Discussion on whether the amendments adopted in Model Law jurisdictions should be persuasive in other Model Law jurisdictions Exploring how the Model Law is applied and interpreted in multiple jurisdictions, this practical and exhaustive commentary will be an essential resource for arbitrators and commercial litigators and will also appeal to scholars in the fields of arbitration, international dispute resolution, and international commercial law.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".