Bibliographic record
Abstract
Major international institutes have the same view on the assessment and resolving method about security rights publicity. They assess that the states that have not been based on a modern registry system does not have presented any essential information on movables security right to the third parties and it result in the fatal defects of secured transactions. In order to cure these problems, the states should legislate legal frameworks based on registering the notice containing simple information that the security right may exist. The more transparent the relationship of secured transactions is, the lower the risk and cost of extending credit are. Draft Legislative Guide on Secured Transactions by UNCITRAL Working Group Ⅵ has been integrating the experiences and researches of legislation, implement know-how and financing practices by US, Canada, New Zealand, 27 eastern Europe countries in transition to market economy and EBRD since 2002. The Guide will have been completed by 2008. International trend to establish reliable publicity mode is focused on creating general security rights registry, in that, the characteristics of modern international trend on publicity of movables security rights can be explained for achieving “generalization of publicity through registry. The generalization or unitarization of publicities through registry will facilitate unifying various security rights into a Integrated Comprehensive Security Right. The Integrated Comprehensive Security Right with the generalized registry will accelerate free financial competition between financial institutions, as the result of it, the cost of secured transactions will be lowered. The movables security rights should be publicized by recording the notice in Republic of Korea. It will clarify secured transactions, decrease transactions cost and increase the extension of credit. UNCITRAL's legislative guide and multi State's experiences of movables security rights registry over decades will bring advantages to legislate the legal frameworks of a new Korean secured transactions law. Republic of Korea should accomplish secured transactions law reform with movables security rights registry to become a financing hub in Asia sooner and later.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.018 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.004 |
| Science and technology studies | 0.005 | 0.008 |
| Scholarly communication | 0.012 | 0.012 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.014 | 0.006 |
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".