On the Rise of the West: Researching Kenneth Pomeranz’s Great Divergence
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
For a long time, scholars have tried to explain why Europe alone of the great civilizations of the world achieved a profound transformation in output and productivity in the nineteenth century. Ken Pomeranz’s The Great Divergence is a recent, highly praised intervention in this debate. He argues that, as late as 1800, Chinese living standards and productivity levels were comparable to European ones. What allowed England to industrialize first were plentiful supplies of coal and vast land-saving resources in the New World. But Pomeranz’s claims lack empirical credibility. Over the period 1700–1850, most of Western Europe was on a trajectory away from the Malthusian limitations of the old regime as a result of sustained improvements in both land and labor productivity. The ecological benefits provided to England by American imports were not significant compared to the actual and potential expansion of intra-European trade. China was unable to attain any industrial breakthrough despite enjoying a much greater “ecological windfall” from the acquisition of new territories in central and southwestern Asia after 1500.
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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 | 0.002 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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