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Record W3082949222 · doi:10.5509/2020933497

Reassessing Cambodia’s Patronage System(s) and the End of Competitive Authoritarianism

2020· article· en· W3082949222 on OpenAlexvenueno aff
Neil Loughlin

Bibliographic record

VenuePacific Affairs · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsClientelismAuthoritarianismPolitical economyPoliticsPolitical scienceCoercion (linguistics)Shadow (psychology)Power (physics)DemocracyEconomicsLaw

Abstract

fetched live from OpenAlex

The dominant literature on Cambodian politics over the past two decades suggested that a mixture of elite and mass clientelism had enabled the hegemonic Cambodian People’s Party (CPP) to rule via competitive but authoritarian elections, while lessening its previous reliance on repression and violence. Such explanations did not predict the upswing in contestation in the country in 2013 and thereafter. Neither do they account for the crackdown that followed. Following literature that draws attention to the tensions in building and maintaining political coalitions under authoritarianism, and demonstrating the difficulties in maintaining competitive authoritarianism over time, this article draws attention to structural, institutional, and distributional impediments to the CPP leadership in building and maintaining effective reciprocal relations with electoral clients while simultaneously balancing the interests of the military and other elites at the core of the regime. To make its argument, the article compares weaknesses in the CPP’s electoral clientelism with the effectiveness of patronage within the security forces, seen through the lens of Cambodia’s experience of land dispossession. It shows that an extractive and exclusive political economy privileged the interests of regime insiders over potential mass electoral clients precisely during the same period the CPP was supposed to be securing its hold on power via mass electoral clientelism. This further explains why the regime fell back on repression over reform in response to the upswing in contestation manifest from 2013, and why, despite the failings of its mass patronage project, repression has nevertheless been successful as a strategy for regime survival during a period of heightened popular contestation.

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)0.002
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 score0.036
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.014
Scholarly communication0.0060.003
Open science0.0010.005
Research integrity0.0020.003
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 head0.016
GPT teacher head0.236
Teacher spread0.221 · 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

Citations19
Published2020
Admission routes1
Has abstractyes

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