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Record W3163195527 · doi:10.1353/asp.2021.0018

Japan Takes the Lead in Western Pacific Maritime Security

2021· article· en· W3163195527 on OpenAlexaboutno aff
John Bradford

Bibliographic record

VenueAsia policy · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIsland Studies and Pacific Affairs
Canadian institutionsnot available
Fundersnot available
KeywordsMaritime securityPolitical sciencePosition (finance)Multinational corporationForeign policyInternational tradeMaritime boundaryNational securityEconomySummitGeographyBusinessInternational lawLawEconomicsPolitics

Abstract

fetched live from OpenAlex

executive summary: This article demonstrates that Japan has become the unassuming leader of multilateral security cooperation in the western Pacific and the local partner of choice for extraregional powers seeking to expand their role in maritime affairs within the second island chain. main argument After a 50-year history of delivering carefully balanced initiatives aimed at improving the maritime safety and security of Southeast Asian states, Japan has earned the region's trust as a maritime partner. From this position, it has steadily supported multilateral cooperation throughout the region and emerged as the western Pacific's most important maritime leader. Now, as extraregional powers seek to expand their roles in the western Pacific, they are generally turning to Japan as their partner of choice. Japan's Free and Open Indo-Pacific (FOIP) vision offers a common strategic umbrella that provides attractive utility for these states. An analysis of these trajectories shows that Japan has become the key regional maritime partner for Australia, the United Kingdom, India, Canada, and France. policy implications • Japan's proactive, balanced, and unassuming approach to security partnerships has earned it favor as the most trusted security partner among Southeast Asian states. • Japan leads by example by quietly facilitating multinational arrangements and lending reliable support to states and multilateral groups in the region. • The FOIP concept has become a common element of extraregional powers' policy approaches toward the western Pacific. The varied FOIP conceptualizations employed by these states are generally more akin to Japan's approach than to the U.S. Indo-Pacific posture, which is regarded as more focused on military aspects. • Japan's expanded efforts to build its bilateral security partnerships have been favorably received by powers outside the region, making it their partner of choice in the western Pacific.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.034
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0070.003
Open science0.0000.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0340.007

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 head0.018
GPT teacher head0.300
Teacher spread0.283 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations27
Published2021
Admission routes1
Has abstractyes

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