The Central Florida Emphysema Foundation Audit: A Case Study of Personal and Professional Responsibility
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
ABSTRACT The in-charge accountant (ICA) for the Central Florida Emphysema Foundation (CFEF) audit engagement is left to wrap up the audit while the audit manager is away on vacation and the audit partner unexpectedly leaves for an out-of-state family funeral. Only one outstanding issue remains—accounting for a $5,000,000 cash bequest that CFEF received in the mail shortly after year-end. What is the appropriate accounting? After working through the issue, the ICA ends up on the opposite side of the fence from the client and even an audit partner from an associated firm. What should the ICA do? This instructional case, based on a real-life experience, provides students the opportunity to gain a better understanding of an auditor's professional responsibilities through examination of the issues that arise in the audit of a not-for-profit entity. The case focuses students on important attributes one needs to be a successful CPA—ethics and integrity, perseverance, sound judgment, and decision-making and professional skepticism. Applying their knowledge of GAAP, auditing standards and the American Institute of Certified Public Accountants' [AICPA] (2010) Code of Professional Conduct, students will gain a better understanding of the types of situations that arise in practice and will confront the personal and professional choices that auditors must make.
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) | 0.000 | 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 it