North Korea in South Korea–Japan relations as a source of mutual security anxiety among democratic societies
Bibliographic record
Abstract
When Kim Dae-jung and Koizumi Junichiro visited Pyongyang in 2000 and 2002, their visits facilitated a perception shift toward North Korea in South Korea and Japan. This was a consequence of the two democratic societies expanding and redefining the acceptable boundaries of their national security identities and principles in a changing regional environment. Although the expansion of societal security discourse did not lead extreme ‘revisionists’ to implement drastic strategic policy transformations in either country, it did provoke a ‘mutual security anxiety’ between the South Korean and Japanese publics, as they felt increasingly uncertain about each other's future security trajectory. This mutual anxiety, in which both countries tend to view each other as potential security risk, while overlooking the existence of moderate democratic citizens on the other side, continues to provide a powerful ideational undertone to the bilateral relationship, which contributes to persistent misunderstanding at various levels.
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".