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Record W2977879050 · doi:10.1111/spsr.12371

Consociationalism and Centripetalism: Friends or Foes?

2019· article· en· W2977879050 on OpenAlex

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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSwiss Political Science Review · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Systems and Governance
Canadian institutionsnot available
FundersMcMaster University
KeywordsRepresentation (politics)DemocracyPolitical scienceEthnic groupPolitical economyPower (physics)Power sharingEthnic conflictProportional representationWork (physics)SociologyLawPolitics

Abstract

fetched live from OpenAlex

Abstract Two schools dominate the literature on democracy in divided societies: consociationalism and centripetalism. The first advocates group representation and power sharing while the second recommends institutions that promote multi‐ethnic parties. Although often presented as mutually exclusive choices, in reality many new democracies display a mix. Drawing on the experiences of Bosnia and Herzegovina, Burundi, Fiji, Lebanon, Malaysia, and Northern Ireland, this article examines the empirical and theoretical relationship between centripetalism and consociationalism. The aim is to explore the conditions under which they reinforce each other (friends) or work at cross‐purposes (foes). A better understanding of the interaction between consociational and centripetal elements in post‐conflict societies not only yields a more nuanced picture of institutional dynamics, but also holds lessons for institutional design.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.938
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
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)0.0010.000

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 head0.027
GPT teacher head0.371
Teacher spread0.344 · 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