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Record W388254852

Outsourcing in-service education in Japan : Challenges and issues

2009· article· en· W388254852 on OpenAlex

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

VenueInstitutional Repositories DataBase (IRDB) · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsYardstickDimension (graph theory)Hofstede's cultural dimensions theoryPsychologyMathematics educationPedagogyOutsourcingService (business)Teacher educationSociologyPolitical scienceSocial psychologyBusiness
DOInot available

Abstract

fetched live from OpenAlex

This paper examines a four-month program of pedagogical training for Japanese Teachers of English (JTEs) in Canada based on a yardstick provided for communicative language teaching (CLT) in-service education and training (INSET) programs for teachers who teach English as a foreign language (EFL). In particular, with the purpose of determining the overall effectiveness of the Canadian pedagogical program and offering recommendations for future ones, this study examines three dimensions of the four-month program: the program planning dimension, the program execution dimension, and the cultural dimension. Three paradigms are used to compare cultural and educational differences between Japan and Canada: the interpretation-based versus transmission-based culture paradigm (Wedell, 2003), the collectionist versus integrationist educational paradigm (Holliday, 1994a), and the routine/uncertain culture versus non-routine/certain culture paradigm (Sato, 2002). This qualitative study indicates that while the program meets almost all of the recommended criteria, especially in the execution dimension, a more thorough knowledge of Japanese educational culture and a re-examination of some assumptions on which the program is constructed may be useful to program planners and trainers in helping JTEs overcome barriers to incorporating CLT practices into their lessons.

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)0.000
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.762
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.063
GPT teacher head0.430
Teacher spread0.367 · 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