Issues of jurisdiction of disputes to arbitration. Comparative analysis of legislation of the states of Arctic region
Bibliographic record
Abstract
We explore the issues of the jurisdiction of disputes to arbitration and the competence of arbitration institutions to consider certain types of disputes. The purpose of work is a complete and objective comparative analysis of legislation of the states of the Arctic region, such as the United States of America, Canada, Denmark, Norway, Sweden, Finland, Iceland. The relevance of the results is that the consideration of disputes in arbitration (referees) as a protection of the rights and interests of economic entities in the scope of the system for identifying states. We conduct a comparative analysis of the peculiarities of the legislation of the states of Arctic region, and also compare and analyze the arbitration practice of various arbitrations. The legal regulation of the issues under study is analyzed and conclusions are drawn about the main problems and shortcomings of legal acts in this area. The results of study can be implemented in law-making work on improving legislation in the field of arbitration of disputes.
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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 | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".