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Record W7160376996 · doi:10.7202/1124555ar

On Justification in Moral Education

2025· article· en· W7160376996 on OpenAlexvenueno aff
Emma R. Prendergast

Bibliographic record

VenuePhilosophical Inquiry in Education · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicEducation, Philosophy, and Society
Canadian institutionsnot available
Fundersnot available
KeywordsAnalogyOrder (exchange)MetaphysicsAltruism (biology)Face (sociological concept)Moral standardsMoral educationMoral disengagement

Abstract

fetched live from OpenAlex

Teachers engaged in moral education face a puzzle. We aim to bring children up to believe in and subscribe to basic moral standards such as prohibitions against harming others and requirements to help when we can. At the same time, there is widespread reasonable disagreement about the content and justification of morality, and teaching standards as justified when there is reasonable disagreement is wrongfully indoctrinatory. I analyze two answers to the puzzle, posed by Hand (2018a) and White (2016), defending White’s education in altruism approach against Hand’s criticisms by drawing from an analogy with the teaching of standards and principles in other subjects. Moral standards need not be metaethically justified to children all the way down, like how we need not teach children the metaphysical foundations of math and science in order to teach the standards of math and science in a way that does not wrongfully indoctrinate them. I conclude in favor of a pluralistic approach to teaching the reasons to abide by basic moral standards.

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)0.008
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.008
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.013
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0050.040
Scholarly communication0.0070.009
Open science0.0010.005
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0080.001

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 head0.091
GPT teacher head0.356
Teacher spread0.265 · 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 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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