Japan’s International Relations: Politics, Economics, and Security.
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.
Full frame distilled prediction
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.
- Candidate categories
- Insufficient payload (model declined to judge)
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Not applicableConsensus signal: none
- Genre
- Candidate signal: OtherConsensus signal: none
- Teacher disagreement score
- 0.914
- Threshold uncertainty score
- 0.998
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
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) | 0.003 | 0.001 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.212 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
The latest edition of this comprehensive and user-friendly textbook provides a single volume resource for all those studying Japan's international relations. It offers a clear and concise introduction to the most important aspects of Japan's role in the globalized economy of the twenty-first century. The book has been fully updated and revised to include comprehensive discussions of contemporary key issues for Japan’s IR, including: the rise of China; reaction to the global economic and financial crisis since 2008; Japan’s proactive role after 9/11 and the war on terror; responses to events on the Korean Peninsula; relations with the USA and the Obama administration; relations with Russia, Central Asia and the Middle East; changing responses to an expanding and deepening European Union. Extensively illustrated, the text includes statistics, maps, photographs, summaries and suggestions for further reading, making it essential reading for those studying Japanese politics and the international relations of the Asia Pacific. A note on the cover: The cover illustration entitled 'Double Standard' is a Japanese manga penned by satirical artist Ichihanahana in November 2010 regarding rising Japanese nationalism, Japan-China tensions over the disputed territory of the Senkaku islands and the US presence in Okinawa. This manga demonstrates many of the key themes in Japan’s ties with China and the US, but also a number of other central features of Japan’s international relations as explored throughout this text.
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.
The record
- Venue
- Pacific Affairs
- Topic
- Japanese History and Culture
- Field
- Social Sciences
- Canadian institutions
- not available
- Funders
- not available
- Keywords
- PoliticsPolitical scienceInternational relationsInternational securityPolitical economyEconomicsPublic administrationLaw
- Has abstract in OpenAlex
- yes