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Record W2239057032

Beyond Patronage: Ruling Party Cohesion and Authoritarian Stability

2010· article· en· W2239057032 on OpenAlex
Steven Levitsky, Lucan A. Way

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican studies and sociopolitical issues
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsEliteOpposition (politics)Political economySolidarityPolitical scienceAuthoritarianismIdeologyInsurgencyCohesion (chemistry)Development economicsSociologyLawPoliticsEconomicsDemocracy
DOInot available

Abstract

fetched live from OpenAlex

This paper argues that institutionalized party patronage -- the focus of recent studies by Barbara Geddes, Jason Brownlee, and Beatriz Magaloni -- is an ineffective source of elite cohesion. Patronage may preserve elite unity during normal times, but it is often insufficient to ensure elite cooperation during crises. The most durable party-based regimes are those that are organized around non-material sources of cohesion, such as ideology, ethnicity, or bonds of solidarity rooted in a shared experience of violent struggle. In particular, parties whose origins lie in war, violent anti-colonial struggle, revolution, or counter-insurgency are more likely to survive economic crisis, leadership succession, and opposition challenges without suffering debilitating defections. To demonstrate this argument, we compare post Cold War regime trajectories in Kenya, Mozambique, Zambia, and Zimbabwe. Pure patronage parties in Kenya (KANU) and Zambia (UNIP) that were not founded in violent struggle suffered severe defections and fell from power after the Cold War. By contrast, Frelimo in Mozambique and ZANU-PF in Zimbabwe, which were both the outgrowth of long and violent liberation struggles, remained highly cohesive and retained power in the face of powerful opposition challenges and significant economic downturn.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.630
Threshold uncertainty score0.912

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 studies0.0010.001
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 head0.022
GPT teacher head0.315
Teacher spread0.293 · 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