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Record W4384558083 · doi:10.20473/jhi.v16i1.36888

A Constructivist Analysis of the Establishment of the AUKUS Security Pact and its Implications for Regional Stability in the Indo-Pacific

2023· article· en· W4384558083 on OpenAlex
Johni R.V. Korwa, Meyland S. F. Wambrauw

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
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.

Bibliographic record

VenueJurnal Hubungan Internasional · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicInternational Maritime Law Issues
Canadian institutionsnot available
FundersLembaga Penelitian dan Pengabdian Kepada Masyarakat
KeywordsConstructivism (international relations)AllianceChinaHegemonyPolitical scienceInternational relations theoryStatus quoPolitical economyInternational relationsSociologyLawPolitics

Abstract

fetched live from OpenAlex

This article attempts to shed light on AUKUS formation based on constructivist perspective and its implications for regional stability in the Indo-Pacific. Using a qualitative approach with a case study method, this article found that the formation of AUKUS is strongly influenced by two fundamental elements of constructivism: identity and interests. Identity refers to the shared ideas among the Anglo-Saxon nations (including Canada and New Zealand). Nevertheless, New Zealand tends not to join AUKUS due to its commitment to non-proliferation, while Canada seems to contribute nothing to the nuclear submarine program. The interests of the AUKUS alliance are: the US desires to strengthen its hegemony in the Indo-Pacific and rebalance China’s domination; the UK craves to become the first European country to enhance alliance cooperation in the Indo-Pacific after Brexit; and Australia’s willingness to modernize its military capability and affirms its commitment to which allies it counts on in the future. The implications of establishing AUKUS might include: undermining the status quo in the region concerning a nuclear-free zone, weakening existing cooperation agreements and reducing mutual trust between traditional allies, and bringing catastrophe to the region by triggering an armed race. Keywords: AUKUS; China; Constructivism; Indo-Pacific; Regional Stability

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.249

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.024
GPT teacher head0.281
Teacher spread0.256 · 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