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Record W4390745975 · doi:10.35542/osf.io/5rvs4

A Call to Revolution: Critical Theory from German Neo-Marxism to a Canadian Theory of Education

2024· preprint· en· W4390745975 on OpenAlexaboutno aff
Stephen G. Reich

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicDiverse Education Studies and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsCritical theoryCriticismScholarshipCritical race theorySociologyHegemonyEducation theoryGermanSocial sciencePolitical scienceHigher educationLawGender studiesRacism

Abstract

fetched live from OpenAlex

This literature review looks at the history of Critical Theory - from its roots in European neo-Marxism, through its evolution in American academia into identitarianism - to its adoption by the Canadian province of Ontario as the hegemonic theory guiding K-12 education. Rarely subjected to criticism in Canadian educational scholarship, this literature review provides an in-depth look at both theoretical and evidence-based criticisms of a Critical Theory of Education from American and British scholars, particularly with respect to how it has crowded out learning science in guiding curricular and pedagogical choices made by the Ministry of Education, thereby harming the very students it claims to advocate for. The discussion following the literature review considers the suitability of a Critical Theory-based public education system, given its hostility to the liberalism upon which Canada was founded, and which serves as a unifying principle aiding social cohesion in a nation made up of disparate cultures. Given Critical Theory’s divisiveness and interest in dismantling society, it is hoped that this literature review sparks interest among policy-makers, educators, parents, and the general public to question and challenge Critical Theory’s capture of K-12 education, for the sake of equitably preparing all children – no matter their background – for participation in adult life.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.876
Threshold uncertainty score1.000

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.028
GPT teacher head0.372
Teacher spread0.344 · 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; both teacher heads agree on what is shown here.

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
Published2024
Admission routes1
Has abstractyes

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