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Record W7061655188

Review of Professional Ethics and Law in Education: A Canadian Guidebook

2024· article· en· W7061655188 on OpenAlexaboutno aff

Bibliographic record

VenueNOVA (University of Newcastle Australia) · 2024
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsProfessional ethicsInformation ethicsField (mathematics)Professional responsibilityLegal ethicsPoliticsApplied ethicsNormative ethicsEthical code
DOInot available

Abstract

fetched live from OpenAlex

It’s no secret that professional ethics is an imperative in teacher education whilst also being rarely dedicated a full course of study in either undergraduate or postgraduate programs (Maxwell et al., 2016). Sometimes teacher educators consider professional ethics and the law nearly interchangeable, assuming that what is legal is ethical and that following school policies will fill the obvious gaps; or that perhaps knowledge of the relevant code of ethics alongside teacher professional standards provides the parameters for good teacher judgement. On the other hand are theoretical approaches to applied ethics, assumed to provide transferable applications which transform teachers’ ethical character and inoculate them from unethical behaviour. Fortunately, Bruce Maxwell, Dianne Gereluk, and Christopher Martin are all too aware of the limits and challenges of these approaches and offer an excellent solution for even the most thoughtful teacher educators in professional and educational ethics, based in their collective, and considerable, contributions to the field in Canada and worldwide. Maxwell is known for his contributions to educational ethics, having authored in moral psychology, moral emotions, philosophy of education, and ethics education, as well as empirical and theoretical works focusing on the professions and teacher education particularly (Maxwell & Hirsch, 2020; Maxwell & Schwimmer, 2016; Forster & Maxwell, 2022). Gereluk is a political philosopher and policy analyst whose contributions to theory and practice in the field have addressed educational inequities, citizenship, radicalization, and human rights (Gereluk, 2012; Gereluk, 2023), as well as mentoring and teacher education in rural settings (Corbett & Gereluk, 2020). Martin’s work has contributed significantly to philosophy of education and addresses questions in educational aims of higher education, issues of indoctrination, ethics, justice, and education for democracy (Cuypers & Martin, 2011; Martin, 2022; Martin, 2023).

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.685
Threshold uncertainty score0.912

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0890.000

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 head0.150
GPT teacher head0.388
Teacher spread0.238 · 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.

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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