MétaCan
Menu
Back to cohort

Right-wing populism and the mainstream right in the USA and Canada party systems’ context: Possibility of Identifying conceptual difference

2025· article· en· W4411353510 on OpenAlexaboutno aff
Anna M. Voloshina

Bibliographic record

VenueIzvestia of Saratov University Sociology Politology · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPopulism, Right-Wing Movements
Canadian institutionsnot available
Fundersnot available
KeywordsRight wingPopulismContext (archaeology)MainstreamPolitical scienceSociologyLawPoliticsGeographyArchaeology

Abstract

fetched live from OpenAlex

The article analyses existing problems of identification and analysis of the right-wing populism in the context of traditional democracies’ crisis and the attempts of searching for the new ways to attract the electorate base. With a drop in turnout in elections, a drop in voter confidence, an increase in anti-establishment sentiments, as well as the development of political technologies, in the face of popularity of right-wing populism, the mainstream parties are faced a challenge of retaining the votes of general population in new conditions. Donald Trump was the first signal of a radical transformation of American participation and party system. Seven years after the 2016 elections, populism has become an integral part of the politics of the United States, as well as Canada, in which, until 2021, this trend seemed impossible as a concept because of multiculturalism and strong polarization within various social groups. Based on the analysis of the main actors among populists and traditional representatives of the right spectrum in the party systems of the United States and Canada, an attempt was made to test the possibility of highlighting conceptual differences between them applicable to the problem of constructing the theory of populism.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.499
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.010
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.020
GPT teacher head0.275
Teacher spread0.254 · 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.

Study designObservational
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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueIzvestia of Saratov University Sociology PolitologySame topicPopulism, Right-Wing MovementsFrench-language works237,207