THE FIRST EXTERNAL AUDITORS OF THE HUDSON'S BAY COMPANY, 1866
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
At the request of shareholders, the Hudson's Bay Company had its financial statements audited for the first time in 1866. Two external auditors were hired, one for the shareholders and one for management. Three inter-related forces led to this decision: (1) most importantly, the company's shareholders demanded audited financial statements, (2) there was emerging in London at the time the capacity and willingness among London accountants to provide external audit services, and (3) the British Parliament passed various acts that required financial statements of companies in other industries to be audited. After a few years, only the management's external auditor was retained. He subsequently influenced the company's development of management accounting. In addition, the company's early external auditors were influential in the development of the Institute of Chartered Accountants of England and Wales.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 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