A Critique of Milgrom and Roberts' Treatment of Incentives vs. Bureaucratic Controls in the British North American Fur Trade
Why this work is in the frame
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Bibliographic record
Abstract
In their 1992 textbook, Economics, Organization and Management, Milgrom and Roberts used 19th century fur trading companies as examples of effective (the incentive-based North West Company) and ineffective (the bureaucratic-based Hudson's Bay Company) organizations. Findings from detailed examinations of both companies' archives suggest that Milgrom and Roberts were not completely accurate in their depictions of the two companies' incentives and bureaucratic controls. In response to complexities of intercontinental trade, both companies used bureaucratic controls for coordination as well as profit sharing to motivate senior managers. More generally, the findings raise questions about Milgrom and Roberts' relatively negative conclusions concerning the effectiveness of bureaucratic controls.
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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) | 0.001 | 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