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Record W102434420 · doi:10.1007/978-1-4020-2722-2

Reform of teacher education in the Asia-Pacific in the new millennium : trends and challenges

2004· book· en· W102434420 on OpenAlex
Yin Cheong Cheng, King Wai Chow, Magdalena Mo Ching Mok

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typebook
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsPracticumTeacher educationContext (archaeology)Professional developmentPolitical sciencePedagogyEducation reformSociologyPrimary educationGeography

Abstract

fetched live from OpenAlex

Preface Part I Introduction Reform of Teacher Education Amid Paradigm Shift in School Education Y.C. Cheng, K.W. Chow and Magdalena M.C. Mok Part II Trends of Teacher Education Reform The Contending Models of and Debate in Teacher Education in the United States David G. Imig Canadian Teacher Education in Transformation F. Michael Connelly and D. Jean Clandinin Current Trends in Canadian Teacher Education: The Ontario Experience Clare Kosnik and Clive Beck Patterns of Development of Chinese Teacher Education in a Reform Context Ying Jie Wang Malaysian Teacher Education into the New Century Molly N.N. Lee Reform of Teacher Education in India: Trends and Challenges Kiran Walia Part III Challenges in Teacher Education in the 21st Century The Quest for Professional Teaching Standards: The NBPTS Model Richard Beach Challenges and Prospects of Teacher Education Colleges and Institutions in Japan Masahiro Arimoto Korean National Universities of Education: Reform and Further Reform Hye Sook Kim Incorporating ICT in Practicum: An Australian Experience Geoff Rogers An American Cluster Placement Model for Enriching Field Experience Connie Titone, Robert Cunningham Professional Development of School Principals for Revitalizing Schooling in Malaysia Ibrahim Ahmad Bajunid Institutions of Teacher Education in Asia: Changes and Challenges Yin Cheong Cheng and King Wai Chow

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.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.577
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.041
GPT teacher head0.335
Teacher spread0.294 · 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

Quick stats

Citations25
Published2004
Admission routes1
Has abstractyes

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