Giovanni Arrighi in Beijing: An Alternative to Capitalism?
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 Giovanni Arrighi made a remarkably broad-ranging and original contribution to comparative political economy and historical sociology over five decades. His last book shares these qualities. But Adam Smith in Beijing is unfortunately not mainly about the origins and dynamics of Chinese capitalism over the past three decades. It presents Adam Smith not as the apostle of free-market capitalism, but rather of a ‘non-capitalist market society’; and it uses this to make the case that since China’s economic development takes place outside the European/North American capitalist ‘core’, it must, almost by definition, not be capitalist. Markets are conceived here as the instruments of states, yet the theory of the state advanced is severely undeveloped. Arrighi’s argument that China’s economic development is part and parcel of the demise of the US project for establishing itself as the ‘world state’ misinterprets the nature of the US empire as well as misses the extent of China’s integration with US-led capitalist globalisation.
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 | 0.000 | 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