Enterprise hegemony and embedded hierarchy network: The political economy and process of global compact governance in China
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
To understand and explain if the Global Compact initiatives really attract enterprises and how they could achieve the aims of making the enterprises self-regulatory, we must examine the motivations of the participants and determine if they changed their behaviors after joining the initiative. This paper investigates the determinants of Chinese enterprises' attitudes toward the United Nations Global Compact (UNGC) using interviews and data analysis of the Chinese participants of the UNGC, the Global Compact Local Network (GC LN), and government officials. The paper also assess es the role of hegemony enterprises and the embed ded hierarchy network in the UNGC governance. By insourcing the hegemony enterprises and outsourcing the "Regulatory Standard Setting" ( RSS) institute network within the regional political system, the UNGC can achieve the aim of global governance.
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) | 0.001 | 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) | 0.001 | 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