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Record W7128080617 · doi:10.33005/wimaya.v6i02.183

A Comparative Study of the US-China Trade War Impacts on Canada, Australia, and Vietnam

2025· article· W7128080617 on OpenAlex
Badriyatus Salma, Febrianti Nur Qothimah, Arvito Rachman, Ferdian Ahya Al Putra

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

VenueWIMAYA · 2025
Typearticle
Language
FieldSocial Sciences
TopicWorld Systems and Global Transformations
Canadian institutionsnot available
Fundersnot available
KeywordsHegemonyRivalryTrade warChinaFree tradeEconomic powerInvestment (military)Trade barrier

Abstract

fetched live from OpenAlex

The US-China trade war is a trade conflict that has an impact on the global economy. In this trade war, the hegemon state becomes the main global focus. Therefore, the US-China trade war reflects the rivalry between two superpowers that influence global economic stability. This trade war creates uncertainty for economies around the world. This research examines the concept of hegemonic stability theory in the US-China trade war which reflects the rivalry between hegemons. This research uses a qualitative descriptive method. This research also uses the theory of hegemonic stability in the international system. Moreover, this research used literature study techniques to obtain relevant data. The results show that the US-China trade wars have an impact on the global economy. This study finds that Canada and Australia suffer from trade disruption, while Vietnam benefits from investment diversion. The emergence of China as a new and great economic power proves the hegemonic stability though, that a world with more than one dominant player causes chaos, especially in the world economy.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.695
Threshold uncertainty score0.753

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.029
GPT teacher head0.328
Teacher spread0.298 · 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