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Record W2900429080 · doi:10.29173/psur11

China’s Peaceful Rise and the Security Dilemma: A Theoretical Assessment of the Possibility and Inevitability of War

2015· article· en· W2900429080 on OpenAlexvenueno aff
Yany Siek

Bibliographic record

VenuePolitical Science Undergraduate Review · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsnot available
Fundersnot available
KeywordsChinaDilemmaBeijingPolitical scienceForeign policyPolitical economySecurity dilemmaGreat powerInternational relationsPower (physics)OptimismAccessionDevelopment economicsInternational securityLawEconomicsInternational tradePoliticsPsychologySocial psychology

Abstract

fetched live from OpenAlex

The People’s Republic of China’s rapid accession to great power status has shifted the centre of gravity in international relations. China’s rise has produced a heated debate between scholars and policy makers concerning whether or not China can rise peacefully. History is riddled with numerous examples that illustrate the potential conflict that a rising power can produce. The security dilemma concept provides a useful theoretical framework for assessing the probability of war and is essential for understanding the role of misperception in exacerbating and mitigating international conflict. Rapidly growing military expenditures, the U.S. pivot to Asia and the triangular relationship between Beijing, Washington and Tokyo seem to suggest a chaotic future. However, cooperation between these states and the pursuit of foreign policies that address deep insecurities are a source of optimism and hope. China’s peaceful rise is entirely possible and dependent on a genuine desire to mitigate the destructive consequences produced by the security dilemma.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.445
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.017
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.020
GPT teacher head0.377
Teacher spread0.357 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

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