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Record W4411049327 · doi:10.31542/jjzmqq16

A Review of The Artistry of Teaching in Higher Education: Practical Ideas for Developing Creative Academic Practice

2025· review· en· W4411049327 on OpenAlexaffabout

Bibliographic record

VenuePedagogical Inquiry and Practice · 2025
Typereview
Languageen
FieldPsychology
TopicCreativity in Education and Neuroscience
Canadian institutionsMacEwan University
Fundersnot available
KeywordsMathematics educationPedagogyEngineering ethicsSociologyPsychologyEngineering

Abstract

fetched live from OpenAlex

The Artistry of Teaching in Higher Education: Practical Ideas for Developing Creative Academic Practice presents a definition of artistry and the characteristics of artistry in higher education. This review offers an overview of the book, including a summary of the chapters, which highlights the breadth and variety of topics covered. The reviewer analyzes how the book relates to her practice, both as an artist and educational developer, and outlines its strengths and shortcomings. The broader implications for higher education in a Canadian context are discussed, and the reviewer raises further questions for consideration with respect to artistry and its implications for educational development and SoTL.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0040.008
Science and technology studies0.0010.001
Scholarly communication0.0030.004
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.002

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 head0.675
GPT teacher head0.657
Teacher spread0.018 · 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 designNot applicable
Domainnot available
GenreReview

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 routes2
Has abstractyes

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