Constituting Corporate Europe: A Study of Elite Social Organization
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
Abstract: This article explores the emerging shape and form of the European corporate community since 1996. We examine the cohesion of corporate Europe through the network of interlocking corporate directorates and memberships in the European Round Table of Industrialists. We focus on the unequal structure of representation; the interplay of national and transnational aspects of the network; the role of finance capitalists as a signpost of a regime of internationalized finance capital; and the embeddedness of corporate Europe in the global corporate network. Although the transnational European network gained in strength while national networks eroded, expansion of the European network did not negate a structure of representation favoring the northwest. Bankers became less dominant, yet industrialists with financial connections formed the core of the European corporate community, signaling a departure from national corporate communities centered upon banks. At the threshold of the current economic crisis, corporate Europe comprised the most integrated segment of the global corporate elite.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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