Connecting Security Rights in Receivables — A Canadian Perspective on the Rome Convention
Bibliographic record
Abstract
A regulation of the conflict of laws in receivables financing in Europe still remains incomplete. Unlike the uniform secured transactions statutes in Canadian provinces and the United States, the European Contracts Convention lacks a comprehensive evaluation of interests that would clarify the law applicable to competing creditors. Notwithstanding, courts do not seem prepared to reconsider whether the Convention could ever cover charges on claims. Instead of taking on a homogeneous interpretation they seem to neglect fundamentally diverging views on proprietary aspects of claims in the substantive law of Contracting States, and continue to uphold traditional national concepts. Consequently, the need for the enactment of harmonized and straightforward European law cannot be denied.
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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 | 0.007 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.009 | 0.034 |
| Scholarly communication | 0.019 | 0.010 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.009 | 0.008 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".