Bibliographic record
Abstract
1. Prologue. Anxious visions in Meiji Japan Part I. The Beginnings 2. The dynamics of the Tokugawa economy (1603-1868) i: Pax Tokugawa - the 250 years peace ii: Economy and population iii: Moral economy - aspects of social structure iv: limited change v: Japan in context - Tokugawa dynamics and the 'Western model' 3. An outline of Meiji industrialisation (1868-1912) i: Economic performance ii: Japan in context iii: Interpretations iv: Synthesis v: Themes 4. The foreign influence i: Introduction ii: The long prelude iii: Screening the world iv: The moving frontier - Layers of influence v: Technology transfer: mechanisms vi: Technology transfer: case studies vii: Hakurai to Hakugaku: an interpretation of success 5. The state and economic development i: Introduction - the contested state ii: The costs of continuity iii: Strategy - the debate over foreign capital iv: Financing industrial change v: Education, training and technology vi: The state and the entrepreneur Part II. The Expansion of Japan 1912-1973 6. An outline of inter-war economic development (1912-1937) i: Economic performance ii: Japan in context iii: Interpretations iv: Synthesis v: Themes 7. Empire, war and occupation i: the 1920s ii: Depression outcomes iii: Empire and the economy iv: War v: Occupation and institutional innovation vi: Conclusions - the political economy of Japan 8. Recovery and growth in the Golden Age (1952-1973) i: Supergrowth: Japan in the Golden Age ii: Recovery iii: Economic growth iv: Industrial policy and technology transfer v: Turning points Part III. Modern Japan 9. An outline of recent economic change i: Economic performance ii: Shocks and structures: growth recurring iii: Diminishing growth - the greying of Japan iv: Japan in context v: Interpretations vi: Synthesis vii: Themes 10. The renewed expansion of Japan i: The forces of expansion ii: Patterns of expansion iii: Institutions of expansion: the Japanese transnational corporation iv: Technology and institutions - Asian impacts v: Pacific partnership: the history of the multifunction polis vi: Into the 1990s: Japan and Asia-Pacific cooperation vii: Conclusions 11. Resolutions - China and Japan i: Governance and self-strengthening: Japan and China ii: Sequencing: China and the modern world economy iii: Progress by partition - sites of Chinese endeavour iv: Penultimate resolutions - Japan and China v: Back to the future. The new sites of endeavour 12. Systems clash - Japan and the USA i: Sam's sequence: climacteric concerns ii: Historical interludes and ironies iii: The global platform: trade and investment iv: Contrasts 1 - enterprise cultures v: Contrasts 2 - science, technology and the defence imperative vi: Conclusions: climacteric causation 13. Reflections on Japan i: Social causation and capitalist maturity ii: F
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.008 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".