MétaCan
Menu
Back to cohort
Record W4282045139 · doi:10.5509/952205

Controlling the Opposition Abroad: Cambodia’s Extraterritorial Activities in Long Beach, California

2022· article· en· W4282045139 on OpenAlexvenueno aff
Susan Needham, Schroedel Grubb

Bibliographic record

VenuePacific Affairs · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsOpposition (politics)AuthoritarianismPolitical scienceLegitimacyAutocracyPoliticsLegitimationAutonomyPolitical economyPublic administrationDemocracySociologyLaw

Abstract

fetched live from OpenAlex

This article presents findings from research conducted in Long Beach, California on the history, motives, and functions of the Cambodian People's Party Youth Organization (CPPYO), a network of Cambodians outside the country who support Cambodia's long-time ruling party, the Cambodian People's Party (CPP). O cially, the CPPYO, headed by Cambodian Prime Minister Hun Sen's son, Hun Manet, was created to promote the current government and to provide political options for Cambodians living abroad. However, many Cambodians in the Long Beach area see the CPP's presence in the US as invasive and as a threat to their autonomy. To understand how the CPPYO functions in Long Beach, we make use of Gerschewski's three pillars of authoritarian stability and Glasius' framework for identifying extraterritorial authoritarian practices. We conclude that the CPPYO is primarily a strategy for repressing opposition abroad, but that it also contributes to the ruling party's legitimacy through the participation of Long Beach Cambodian Americans, who accept the CPP's authoritarian control as a condition for participating in Cambodia's socioeconomic system. This study contributes to a growing body of research interested in identifying and interconnecting the various legitimation processes, strategies, and practices developed by autocracies to stabilize rule at home and abroad.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.890
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.012
GPT teacher head0.255
Teacher spread0.243 · 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.

Study designQualitative
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

Citations2
Published2022
Admission routes1
Has abstractyes

Explore more

Same venuePacific AffairsSame topicCambodian History and SocietyFrench-language works237,207