Fraudulent money transfers to suppliers and top managers within group companies: a case from Turkey
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Three conditions of fraud arising from fraudulent financial reporting and misappropriations of assets are described in Section 5135.012 of the Canadian Institute of Chartered Accountants Assurance Handbook (The Auditor’s Responsibility to Consider Fraud and Error). These three conditions are referred to as the fraud triangle. The three corners are as follows: incentives/pressures, opportunities, attitudes/rationalization. Despite new laws and regulations, companies face pressures to meet short-term financial goals, creating a powerful motive for accounting fraud. The author of the present article discusses the case of a group company Volcano: the company belonged to a group which was taken over by the semi-governmental Saving Deposit Insurance Fund as a consequence of the failure of the group’s bank to meet its obligations. The case shows how a cash-rich company’s resources are drained to outsiders and group managers as a result of its manipulative top management.
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.
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 | 0.000 |
| 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) | 0.003 | 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 it