Towards adoption of the United Nations Commission on International Trade Law Model Law on cross‐border insolvency in Kenya
Bibliographic record
Abstract
Abstract Kenyan Insolvency Bill has been in the Kenyan government website since 2010. The analysis of the Bill reveals that if it were to be passed into law, it will have significant implications for the Kenyan insolvency legal regime. The regime which is currently in use is based on the law that was inherited from the colonial administration. This review article focusses on the potential implication that the Bill is, if it were to be passed into law, likely to have for cross‐border insolvency reform and proceedings. The analysis is informed by the international insolvency benchmarks, particularly the United Nations Commission on International Trade Law Model Law on cross‐border insolvency and the emerging trends of its adoption in various countries including in sub‐Saharan Africa. Copyright © 2013 INSOL International and John Wiley & Sons, Ltd
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".