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Record W3168759520 · doi:10.1080/13504630.2021.1931089

The public imagination and the dictatorship of ignorance

2021· article· en· W3168759520 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.

Bibliographic record

VenueSocial Identities · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Feminism, and Media
Canadian institutionsMcMaster University
Fundersnot available
KeywordsAuthoritarianismCapitalismSociologyPoliticsPolitical economyDemocracyIgnoranceDictatorshipLate capitalismNeoliberalism (international relations)Political scienceSocial scienceLaw

Abstract

fetched live from OpenAlex

Authoritarianism is no longer imposed largely through military repression; it now takes place by undermining the public imagination and using culture and its various apparatuses to weaken civic literacy and the public institutions fundamental to civic culture. This article argues that in the 21st century democracy has become fragile. Under the onslaught of what I call disimagination machines, education in its most repressive educational and cultural forms has shaped a mass consciousness that is susceptible to lies, conspiracy theories, and the anti-democratic values and social relations endemic to right-wing populist movements and emerging demagogues. The article argues that the United States is undergoing an unprecedented crisis of political culture and form of depoliticization that are more dangerous than the damaging public policies that emerged in the United States since the rise of neoliberal capitalism in the 1970s. Equally alarming is the fact that the crisis of neoliberal capitalism has not been matched by a crisis of ideas, even as the United States has increasingly been organized on fascist principles for the last few decades. The article concludes by arguing that culture follows politics and that we live in an age when education has to become central to any strategy for engaging politics in the age of emerging authoritarianism.

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)0.001
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 score0.520
Threshold uncertainty score0.957

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
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 head0.023
GPT teacher head0.302
Teacher spread0.279 · 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