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Record W2557343951 · doi:10.5130/ccs.v8i3.5143

ETHNOCRACY: Exploring and Extending the Concept

2016· article· en· W2557343951 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

VenueCosmopolitan Civil Societies An Interdisciplinary Journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicJewish and Middle Eastern Studies
Canadian institutionsnot available
FundersEconomic and Social Research CouncilUniversity of Technology SydneyQueen's UniversityMcKnight Foundation
KeywordsEthnic groupDemocracyPoliticsGeographerPower (physics)SociologyCharacter (mathematics)State (computer science)Government (linguistics)Political economyPolitical scienceEpistemologyLawLinguisticsGeographyComputer scienceMathematicsPhilosophy

Abstract

fetched live from OpenAlex

Ethnocracy means ‘government or rule by a particular ethnic group’ or ethnos, specified by language, religion, ‘race’ and/or other components . It has been developed from a general imprecise label into an analytical concept sometimes contrasted with democracy or rule by the demos, the people in general. Primarily it was developed as national ethnocracy for regimes in contemporary national states which claim to be ‘democratic’, and it was mainy pioneered by the Israeli geographer Oren Yiftachel to analyse ethnically-biased policies and the asymmetrical power relations of Israeli Jews and Palestinians. However, it can be extended to several other contexts each of which has its own particular dynamics. Yiftachel himself extended it ‘down’ to city level and specifically urban ethnocracy; and we can further explore how cities and city government can moderate state ethnocracy. But going beyond the national and the urban, and the particularities of the Israeli case, the concept can be enriched in other ways, and I suggest three further extensions: firstly, ‘back’ to imperial ethnocracy which often preceded and gave birth to national ethnocracy; secondly, and more speculatively, it can be extended ‘forwards’ to the (usually mis-named) ‘post-conflict’ or power-sharing stages of ‘peace processes’, to what we might call shared or ‘post-conflict’ ethnocracy; and thirdly, it can perhaps be extended to contemporary religious-political conflicts which are at least partly transnational in character, to what could be called religious or ‘post-national’ ethnocracy. The five variants of ethnocracy and their varied inter-relations can help tie together different features of ethno-national conflicts. However questions remain: about, for instance, the variable and relative importance of ethnicity’s different components; about where to draw the boundary between ethnocracy and democracy; and about possibly rival concepts such as ‘ethnic democracy’ on one side and ‘apartheid’ on the other.Keywords: national, urban, imperial, ‘post-conflict’ and ‘post-national’ ethnocracies; democracy; majoritarianism

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.301
Threshold uncertainty score0.996

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 studies0.0060.002
Scholarly communication0.0000.001
Open science0.0000.001
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 head0.075
GPT teacher head0.358
Teacher spread0.283 · 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