MétaCan
Menu
Back to cohort
Record W2467633587 · doi:10.1177/1478210316656312

Dawning of hope: Practice of and reflections on indigenous teacher education in Taiwan

2016· article· en· W2467633587 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

VenuePolicy Futures in Education · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousIndigenous educationTeacher educationGovernment (linguistics)SociologyPedagogyMulticulturalismEthnic groupCultural competenceCompetence (human resources)Multicultural educationPolitical sciencePsychologySocial psychology

Abstract

fetched live from OpenAlex

Teachers more familiar with students’ culture tend to use culturally relevant teaching methods to smooth students’ learning. Most pre-service teachers in Taiwan lack sufficient training for multicultural competence to enable them to embrace indigenous students’ culture and appropriate teaching approaches. In 2013, the Education Act for Indigenous Peoples was revised thereby requiring teachers of indigenous education to comply with the act within five years. It created huge changes and modifications to indigenous teacher education and required teachers who work in indigenous areas to complete ethnic culture and multiculture courses. All levels of government have to institute the Acts requirements within five years. Given the significance of the crucial keys to success of teaching indigenous students, it is important to understand how the government values the development of teachers’ multiculture teaching abilities. Following an outline of the tribal critical race theory (TribalCrit), the status quo of indigenous peoples’ education and teacher training in Taiwan were identified in a discussion of social justice. To make indigenous teacher education more suitable to indigenous peoples’ needs and build up a good foundation for ethnic culture development, the experiences of qualified teachers of indigenous education in the US, Canada, and Australia will be mentioned as examples. The goal for this research is to provide some useful reflections on the subsequent implementation of such efforts, and to get some inspiration for Taiwan's aboriginal teacher education in fulfillment of the Education Act for Indigenous Peoples.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.348
Threshold uncertainty score0.951

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.030
GPT teacher head0.461
Teacher spread0.431 · 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