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Record W4409722344 · doi:10.54481/uekbs2024.v1.04

Opposition to political correctness as metadiscourse. Mapping the topos of the “free speech crisis” in Western right-wing discourse

2025· article· en· W4409722344 on OpenAlexaboutno aff
Alexis Chapelan

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicSociopolitical Dynamics in Russia
Canadian institutionsnot available
Fundersnot available
KeywordsTopos theoryOpposition (politics)CorrectnessPoliticsPolitical sciencePolitical correctnessRight wingComputer scienceLinguisticsLawPhilosophyProgramming languageLiteratureArt

Abstract

fetched live from OpenAlex

The concept of “Political correctness” (abbreviated PC) has become in the last two decades a salient features in contemporary (meta)discourses on the evolution of Western culture and language. Even though the term has now thoroughly infused our cultural and political lexicon, it remains a floating signifier which is hard to define and which conceptual borders are in constant flux. Acting as a symbolic glue, opposition to political correctness emerged as a general framework for engaging critically with some of the fundamental issues of post-materialist modernity: multiculturalism, racial inequality, sexual citizenship or education. The debate about PC is located within – and possibly at the very heart of – the shift to “cultural politics”, the politics of recognition, of identity and difference. It is important to grasp both PC and its critique as part and parcel of the much broader societal tectonic shift enacted by post-materialism. Using a Discourse-Historical Approach (DHA), the paper investigates the historical background of the emergence of the anti-PC discourse, as a backlash against the mainstreaming on US campuses of gender- and race-critical theories rooted in French (post)structuralism. It then focuses on a contemporary example of such discourse, analyzing a series of YouTube videos by the conservative Canadian academic and subsequent bestselling author Jordan Peterson. The case study highlights the manner in which anti-PC discourse capitalizes on liberal themes such as freedom of speech to articulate an anti-modern and anti-establishment critique.

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)0.001
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.462
Threshold uncertainty score0.986

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
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 head0.027
GPT teacher head0.372
Teacher spread0.345 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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