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Record W3021715836 · doi:10.1111/1467-9752.12418

Teaching and Learning: Epistemic, Metaphysical and Ethical Dimensions—Introduction

2020· article· en· W3021715836 on OpenAlexaff
David Bakhurst

Bibliographic record

VenueJournal of Philosophy of Education · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsQueen's University
FundersSpencer Foundation
KeywordsMetaphysicsWatsonSociologyEpistemologyPhilosophyComputer science

Abstract

fetched live from OpenAlex

This Introduction to the Special Issue, Teaching and Learning: Epistemic, Metaphysical and Ethical Dimensions, ponders the truism that education is of fundamental importance in human life—and its relation to philosophy. No credible natural-historic description of what a human being is could fail to give education a central place. Yet the concept of education has often been neglected by philosophers, especially those working in the Anglo-American mainstream. It seems, however, that the prejudices at the root of this neglect are on the wane, and more and more philosophers are beginning to recognise that education is of profound philosophical significance, entering into questions of the nature of knowledge, theoretical and practical reason, the formation of mind and its relation to the world, and the cultivation of moral vision. The time is ripe then for a renewed dialogue between philosophers of education and those in the ‘mainstream’ who have come to perceive the philosophical significance of education. The papers in this Special Issue aim to foster such a dialogue. To place them in context, this Introduction considers: the prospects for a robust epistemology of pedagogy that will escape the familiar frustrations of traditional epistemology; the relevance of the epistemology of testimony for illuminating teaching and learning; the teacher as the voice of the discipline; the cultivation of practical and moral knowledge, skills and habits; the scope and limits of new learning technologies; and the place of education in characterising the human life-form. The moral is that it is hard to see how we can do epistemology, metaphysics and ethics—this is to say, do philosophy—without having education in view.

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)0.002
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 score0.482
Threshold uncertainty score0.337

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 integrity0.0000.001
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 head0.035
GPT teacher head0.340
Teacher spread0.305 · 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

Citations17
Published2020
Admission routes1
Has abstractyes

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