HUMAN FREEDOM AND TWO FRIEDMEN: MUSINGS ON THE IMPLICATIONS OF GLOBALIZATION FOR THE EFFECTIVE REGULATION OF CORPORATE BEHAVIOUR
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
In this essay, which was delivered as the Torys Lecture, Vice Chancellor Strine considers the implications of globalization for the effective regulation of corporate behaviour affecting interests other than those of stockholders against the backdrop of the West's political and economic experience. He concludes that consistent with prior experience, the globalization of corporate markets will require a corresponding expansion of the polity to protect those aspects of human freedom that are affected in important ways by corporate behavior. As a practical matter, this means that if the U.S. and other Western nations wish to limit the ability of corporations to generate externalities and impair rights the West has embraced as important to individuals' ability to lead the good life, they will have to give up some of their sovereignty to international institutions in exchange for regulation that is co-extensive with the sphere in which corporations conduct their activities.
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 | 0.001 | 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