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A Critical History for the Twenty-first Century? Critique, Truth, Method and Audience

2024· article· en· W4407250872 on OpenAlexvenueno aff
Johannes Westberg, Beth Marsden

Bibliographic record

VenueEncounters in Theory and History of Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Education Studies Worldwide
Canadian institutionsnot available
Fundersnot available
KeywordsPost truthEpistemologyHistorySociologyPolitical sciencePhilosophyLaw

Abstract

fetched live from OpenAlex

Critical perspectives have been recurrent in history of education research since the 1960s. In this article, we examine what critical histories of education can be in the twenty-first century, when scepticism towards accepted truths is widespread, and critical analysis has become essential to neoliberal assessment practices. This article identifies four key elements of such research – critique, truth, method, and intended audience – and argues that up-to-date critical histories must engage with these. Using perspectives from Indigenous Studies, it offers reflections on how such histories might be constructed. Although not providing definitive answers, it outlines important considerations for designing critical research, including the type of narratives produced, researcher positionality, the discomfort generated, and how potential audiences are engaged. As a result, this article raises the question of whether research can be truly critical if it does not provoke discomfort for the researcher, or provoke restorative or transformative actions. Keywords: critique, critical pedagogy, history of education, applied history of education, Indigenous studies

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.965
Threshold uncertainty score0.704

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.019
GPT teacher head0.372
Teacher spread0.353 · 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 designNot applicable
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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