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Record W3164185819 · doi:10.1177/14778785211016322

Moving beyond rationalistic responses to the concern about indoctrination in moral education

2021· article· en· W3164185819 on OpenAlexaff
Ilya Zrudlo

Bibliographic record

VenueTheory and Research in Education · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicReligious Education and Schools
Canadian institutionsMcGill University
Fundersnot available
KeywordsIndoctrinationMoralityRationalityEpistemologyRhetoricSociologyFraming (construction)Philosophy of educationEnvironmental ethicsPedagogyLawPolitical scienceHigher educationPhilosophyIdeology

Abstract

fetched live from OpenAlex

Indoctrination is an ongoing concern in education, especially in debates about moral education. One approach to this issue is to come up with a rational procedure that can robustly justify potential items of moral education content. I call this the ‘rationalistic justification project’. Michael Hand’s recent book, A Theory of Moral Education, is representative of this approach. My essay has three parts. First, I show that Hand’s justificatory procedure – the problem-of-sociality justification – cannot serve the purposes he has in mind; it fails on its own terms and may even cause the teacher to inadvertently slide into indoctrination. Second, I argue that the causes of this failure lie deeper than Hand’s particular approach to the rationalistic justification project; rather, it is the broader project itself that is misguided, largely due to its narrow conceptions of morality and rationality. Third, I offer an alternative way of framing the issue of indoctrination, by drawing on Aristotle’s philosophy of rhetoric. My suggested approach recontextualizes the issue of indoctrination and brings into focus a broader set of relevant features of the teaching–learning situation.

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)0.009
metaresearch head score (Gemma)0.006
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 score0.197
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.085
GPT teacher head0.485
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 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

Citations7
Published2021
Admission routes1
Has abstractyes

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