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Record W4388972129 · doi:10.1080/15387216.2023.2266816

Peripheral centers: vertical politics and the geography of Chinese cross-border opium replacement in Southeast Asia’s “New Golden Triangle”

2023· article· en· W4388972129 on OpenAlexaff
Juliet Lu, Michael B. Dwyer

Bibliographic record

VenueEurasian Geography and Economics · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPoliticsChinaTransparency (behavior)SubsidyState (computer science)Political scienceEconomyInternational tradeEconomic growthDevelopment economicsEconomicsLaw

Abstract

fetched live from OpenAlex

China’s Opium Replacement Policy (ORP) is one of the country’s earliest cross-border development interventions in the upper Mekong region. A massive state subsidy program for “alternative” development in the northern parts of Myanmar and Laos, the ORP helped finance a wave of Chinese agribusiness investments abroad since the mid-2000s, causing significant social and ecological transformation. Yet key details about the program remain opaque. In this article, we contribute to a growing literature on the rising economic power of China’s “peripheral centers,” borderland prefectures whose role in foreign affairs has increased significantly as the country’s borders become more porous. We review state motives for establishing the ORP and use public records about the program’s activities in Myanmar and Laos to interrogate the vertical politics that structure and complicate the ORP’s implementation. The program’s public records are characterized by a mix of transparency and opacity which we analyse to show that the ORP’s increasing transparency since around 2010 has moved away from regulating impacts abroad and instead toward securing and distributing benefits for borderland business (and their interlinked political) interests in China. As borderland authorities play a growing role in China’s foreign trade, we show that the vertical politics that increasingly shape the regulatory environment have allowed the ORP to proliferate in size and influence as state oversight of its activities abroad has waned.

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)0.001
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 score0.036
Threshold uncertainty score0.786

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 studies0.0000.002
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 head0.011
GPT teacher head0.312
Teacher spread0.301 · 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.

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

Citations7
Published2023
Admission routes1
Has abstractyes

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