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Record W4415967622 · doi:10.1080/13597566.2025.2584367

Nationalism and the transformation of party systems: the cases of Puerto Rico and Québec

2025· article· en· W4415967622 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueRegional & Federal Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Systems and Governance
Canadian institutionsUniversity of OttawaKwantlen Polytechnic University
Fundersnot available
KeywordsNationalismTransformation (genetics)State (computer science)

Abstract

fetched live from OpenAlex

Why do new political parties develop and become successful to the point of altering party systems in internal national communities where politics is most often structured by questions of self-determination? Puerto Rico and Québec, which are national communities internal to the United States (U.S.) and Canada respectively, are meaningful case studies for answering this question as challenger parties have undermined the strength of previous stalwarts. As an alternative to the traditional issue-based approach to party systems change, historical institutionalism suggests that parties embody the preferences, ideas, norms, and power relations of the time of their creation. As these features evolve, parties representing constitutional positions may become incongruent with new circumstances. The theoretical argument presented in this article is that the resulting tension between parties that represent constitutional positions rooted in specific configurations of one point in time (in the past) and these new environments typically yields some type of change.

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)0.000
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 score0.915
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.046
GPT teacher head0.333
Teacher spread0.287 · 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