Insolvency of investment manager
Bibliographic record
Abstract
Case Roberto is a professional investment manager. He manages assets in the interest of different clients, namely Simon, Rebecca and Ruth. The managed assets are bought with money transferred to him by his clients. Roberto offers different forms of services: (a) individual management services, under which he is to keep separate the position of each client; (b) participation in a collective investment scheme, whereby the assets managed for his clients are pooled and each participant in the scheme will share pro rata the returns on the collective investments; and (c) shares of an investment company (DEF Ltd) which holds investments chosen by Roberto. One year after receiving the money from his clients, Roberto becomes personally insolvent. Which of his clients is better off: Simon, who chose option a ; Rebecca, who chose option b ; or Ruth, who chose option c ? Discussion AUSTRIA Option a Professional investment managers, who offer the individual management services enumerated in s. 1 (1) ((19)) BWG, are not allowed to take over money from their clients. The managed assets are deposited in bank accounts in their clients' names. Professional investment managers do not carry out their services on a fiduciary basis, because they are obliged to act in the name and for the account of their clients. They are direct representatives, who are mandated and authorised by the clients to carry out specific investment services.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.033 | 0.013 |
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".