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Record W7004482034

Curriculum drivers

2018· article· en· W7004482034 on OpenAlexaboutno aff

Bibliographic record

VenueAustralasian Journal of Paramedicine · 2018
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDevelopmental Biology and Gene Regulation
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumInclusion (mineral)Physical educationDiversity (politics)Perspective (graphical)Professional developmentPrimary educationCurriculum development
DOInot available

Abstract

fetched live from OpenAlex

The Routledge Handbook of Primary Physical Education goes further than any other book in exploring the specific theoretical and practical components of teaching PE at the primary or elementary school level. As the most comprehensive review of theory, research and practice in primary PE yet published, it represents an essential evidence-based guide for all students, researchers and practitioners working in this area.\nWritten by a team of leading international primary PE specialists from academic and practitioner backgrounds, this handbook examines the three discourses that dominate contemporary PE: health, education and sport. With case studies from twelve countries, including the UK, USA, Canada, Australia, New Zealand, Norway, Spain and South Korea, it provides a truly international perspective on key themes and issues such as: primary PE pedagogy, policy and curriculum development assessment and standards child development diversity and inclusion teacher training and professional development. \nOffering an unprecedented wealth of material, this handbook is an invaluable reference for any undergraduate or postgraduate degree programme in primary physical education or any primary teacher training course with a physical education element.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.170
Threshold uncertainty score0.236

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)0.0000.000

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 head0.006
GPT teacher head0.267
Teacher spread0.260 · 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 designObservational
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
Published2018
Admission routes1
Has abstractyes

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