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Record W4410545663 · doi:10.25167/sk.5607

Resisting far right and neoliberal agendas in education: The stance of critical educators

2024· article· en· W4410545663 on OpenAlexaff
Henry A. Giroux

Bibliographic record

VenueStudia Krytyczne/Critical Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicCritical and Liberation Pedagogy
Canadian institutionsMcMaster University
Fundersnot available
KeywordsFar rightNeoliberalism (international relations)Political scienceSociologyPedagogyPolitical economyLawPolitics

Abstract

fetched live from OpenAlex

Since the 1980s the discourses of neoliberalism and authoritarianism have merged, cre- ating the echoes of a fascist past that has moved from the margins to the center global politics. Education as a mode of domination has become central to politics and operates not only through various levels of schooling but also through a range of cultural apparatuses, including the social media and mainstream platforms. In the current moment, neoliberal fascism has aggressively targeted higher education, attempting to eliminate all vestiges of critical thinking, faculty power, historical consciousness, and critical knowledge. The general aim here is to turn higher education into a white Christian nationalist indoctri- nation center. Against the rise of neo-fascism and it current attacks on higher education globally, this essay raises a number of issues regarding the purpose of education in a time of tyranny, the role of critical pedagogy as an empowering practice, and how the notion of educated hope can overcome a politics of despair and hatred and create a movement of hope and collective resistance. The essay advances the idea that education is central to any viable notion of politics and that educators need to develop a more aggressive and informed pedagogical notion of the political, embrace critical pedagogy as a powerful tool of resistance, and create a mass movement to overthrow neoliberal capitalism with a radical democracy.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.021
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.026
Threshold uncertainty score0.110

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.027
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.001
Science and technology studies0.0150.126
Scholarly communication0.0260.020
Open science0.0020.009
Research integrity0.0100.014
Insufficient payload (model declined to judge)0.0020.000

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 head0.453
Teacher spread0.400 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations1
Published2024
Admission routes1
Has abstractyes

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