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Record W3094384308

The Authoritarian Populism and Social Pathologies Pulling Democracies Apart

2020· article· en· W3094384308 on OpenAlex
Kyle Gingerich Hiebert

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.

Bibliographic record

VenueJournal of Sociology and Christianity · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSocio-political and Technological Issues
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsPopulismPolitical economyDemocracyGlobalizationAuthoritarianismIndividualismSociologyPolitical sciencePower (physics)Law and economicsLawPolitics
DOInot available

Abstract

fetched live from OpenAlex

The vast, entrenched inequality caused by globalization has created a deep sense of alienation within electorates suffering from social breakdown, fractured realities, and a loss of faith in the democratic process. Into this gap have jumped uncompromising strongmen who seek to tear down institutional checks and balances of power through a coherent set of anti-democratic tactics that appeal to maligned and disaffected populations. As a result, the transformative changes that numerous democratic societies are undergoing will render them less capable of dealing with the overarching global challenges presented by both the coronavirus pandemic and accelerating climate change. This article seeks to build upon a well-established line of thought within sociology around reasons for the backlash against globalization by offering analysis of how the resulting economic and social change in democratic societies everywhere has followed a practiced, over-arching strategy—one that leverages hyper-individualist views of reality. For evidence, it weaves together a range of intellectual commentary, cultural theory, research reports, journalistic accounts, statistics, and current affairs. The article ends with a call for citizens and scholars alike to connect disparate forms of struggle with one another as a means to rebuild the collective empathy and imagination necessary to solve shared problems.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.189
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.004
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.052
GPT teacher head0.311
Teacher spread0.259 · 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