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Record W4411661026 · doi:10.1177/13540688251349098

Internal cleavages and changing party system in indigenous politics – The Sámi Parliament of Norway

2025· article· en· W4411661026 on OpenAlexaff
Torvald Falch, Per Selle, Jonas Stein

Bibliographic record

VenueParty Politics · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicElectoral Systems and Political Participation
Canadian institutionsLibrary of Parliament
Fundersnot available
KeywordsParliamentPoliticsPolitical scienceIndigenousElectoral systemMulti-party systemPolitical economyLawSociologyDemocracy

Abstract

fetched live from OpenAlex

Indigenous politics is different from “normal” politics. It is about power within the state and against the state in which fragmentation is commonly seen as fragility. Political party competition is therefore extremely rare, and interests’ representation is generally not organized through political parties. In this article, we analyze a unique and deviant case – Norway – where Indigenous system-building develops thorough party politics based on internal cleavages. Using unique survey data on Sámi voters ( N = 1134) we show how voters for the Sámi parties are divided on the question of Sámi self-determination and that this has transformed the party system from a “one-party dominant system” towards a two-party system based on an internal cleavage concerning the degree and type of self-determination. This transformation has been made possible by changes in the electoral system, a substantial increase in the Sámi electoral roll and major advancements in Indigenous rights in Norway.

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 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 score0.760
Threshold uncertainty score0.980

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.027
GPT teacher head0.330
Teacher spread0.303 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations1
Published2025
Admission routes1
Has abstractyes

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