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Record W4388334204 · doi:10.24124/c677/20231865

Canada’s Accession to ASEAN’s Treaty of Amity: Cooperation and Diplomatic Presence in Southeast Asia

2023· article· en· W4388334204 on OpenAlexaffvenueabout
Mark Stephen Williams, Selina Haynes

Bibliographic record

VenueCanadian Political Science Review · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsVancouver Island University
Fundersnot available
KeywordsAccessionPolitical scienceTreatySovereigntyDemocracySoutheast asiaChinaState (computer science)EconomyInternational tradeEthnologyLawEuropean unionSociologyEconomics

Abstract

fetched live from OpenAlex

Abstract This article examines Canada’s accession to the Treaty of Amity and Cooperation (TAC) with the Association of Southeast Asian Nations (ASEAN). As one of only a select group of 10 countries from outside of Southeast Asia that is a Dialogue Partner with ASEAN, Canada has gained important diplomatic and market presence in the Indo-Pacific. Furthermore, Canada’s national interests are advanced through the accession to TAC by supporting a rules-based system of regional order. The foundations of ASEAN—based on sovereignty, consensus, and the process of informality—make the “ASEAN Way” frustrating to proponents of an “independent” and “activist” foreign policy for Canada, especially as human rights abuses have unfolded in the region and the state of democracy remains a mixed record. However, Canada’s only method for securing economic interests, and just as critically, to promote a rules-based international order for the Indo-Pacific that is not dominated by China, is to participate with ASEAN as a TAC signatory.RésuméCet article examine l'adhésion du Canada au Traité d'amitié et de coopération (TAC) avec l'Association des nations de l'Asie du Sud-est (ANASE). En tant que l'un des seuls groupes restreints parmi dix pays de l'extérieur de l'Asie du Sud-est à être un partenaire de dialogue avec l'ASEAN, le Canada a acquis une présence diplomatique et commerciale importante dans l'Indopacifique. De plus, les intérêts nationaux du Canada sont favorisés par l'adhésion à l'ATC en soutenant un système d'ordre régional fondé sur des règles. Les fondements de l’ANASE, la souveraineté, le consensus et le processus de l'informalité, rendent la « voie de l'ANASE » frustrante pour les partisans d'une politique étrangère « indépendante » et « activiste » pour le Canada, d'autant plus que des violations des droits de la personne se sont produites dans la région. Et l'état de la démocratie reste un bilan mitigé. Cependant, la seule méthode du Canada pour sécuriser les intérêts économiques, et tout aussi critique, pour promouvoir un ordre international fondé sur des règles pour l'Indopacifique qui n'est pas dominé par la Chine, est de participer avec l'ASEAN en tant que signataire du TAC.Keywords: Canadian Foreign Policy; ASEAN; Southeast AsiaMots-clés : Politique étrangère canadienne ; ASEAN ; Asie du sud est

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)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score0.505

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0140.004
Scholarly communication0.0050.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.351
Teacher spread0.322 · 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

Citations5
Published2023
Admission routes3
Has abstractyes

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