A Corporate Geography of Canada: Insights into a Multi‐Jurisdictional Model of Corporate Governance
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT Comparative corporate governance has long focused on national models of corporate governance with particular attention paid to the balance of influence between divergent path dependence and convergent global market forces. Within this debate, the Canadian model of corporate governance has received little attention and has long been assumed to be an extension of the U.S. model. An analysis of the corporate geography of Canada demonstrates that the path‐dependent forces of Canada's resource‐dependent economic development remain a principal determinant in contemporary corporate Canada. Continued resource dependence in combination with a system of asymmetric federalism has led to a distinctively multi‐jurisdictional model of corporate governance. As corporate interests are provincially distinct because of the heterogeneous distribution of natural resources and markets across Canada, this model may lead to provincial lock‐in and an associated degree of managerial entrenchment.
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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 | 0.000 | 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 | 0.001 |
| 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