INTERNAL AUDIT AT THE HISTORICAL HUDSON'S BAY COMPANY: A CHALLENGE TO ACCEPTED HISTORY
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
The accepted history of managerial internal audit is that its origins are in financial and compliance auditing. Managerial was added after firms started to expand geographically or into other businesses. That expansion increased complexity and created problems for managers which the internal auditor assisted in solving with managerial audits. Contrary to that two stage development, something comparable to managerial internal audit was being practiced by the Hudson's Bay Company in the form of inspections as early as 1871. Rather than in financial and compliance auditing, these inspections had their geneses in the desire of the senior manager and the committee (board of directors) for additional information on the fur trade and retail operations. This paper will describe the inspection function at the historical Hudson's Bay Company, the circumstances leading to the development of this function, and how it complemented other controls.
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 | 0.012 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.005 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.003 |
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