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Record W7017940419

CASE STUDY OF CHINESE IMMIGRANT CHILDREN’S BILINGUAL LITERACY (MANDARIN AND ENGLISH) PRACTICES AT HOME, AT SCHOOL, AND IN A COMMUNITY LANGUAGE SCHOOL IN SOUTHWESTERN ONTARIO CANADA

2008· article· en· W7017940419 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsLiteracyImmigrationCurriculumContext (archaeology)Heritage languageMulticulturalismNative-language instructionNeuroscience of multilingualismBilingual education
DOInot available

Abstract

fetched live from OpenAlex

The demographic context of Canada, a multicultural and multilingual country, provides an exciting research site for the investigation of immigrant children’s bilingual literacy practices. According to Citizenship and Immigration Canada 2006, the People's Republic of China has been the top source country of immigrants to Canada, and Mandarin has been reported as the top minority language since 1998. It is worthwhile to explore the bilingual literacy practices of young Chinese immigrant children in Ontario, where fifty percent of immigrants have chosen to settle.\nThis research project consisted of a qualitative case study. Semi-structured interviews and classroom observations were employed as the main tools of data collection. Family visits were made, and artwork and documents were also collected as supplementary sources of data. Interpretational and domain analysis methods were used to analyze the data (Gall, Gall & Borg, 2007; Wolcott, 1994).\nFindings of the study indicate that there is a complementary learning community, including a formal public school education, supportive community language school and home literacy environments facilitating the five participating children's bilingual literacy developiftent. The public school culture, parents' perceptions and support of their children's bilingual literacy development, as well as the community Chinese language school have all influenced the five participating children's biliteracy development. Based on the findings, this study makes suggestions for teachers, parents and curriculum designers. Public schools should create democratic school cultures where minority children's culture and first languages are valued and embraced. Teachers should apply effective literacy instruction to help minority children's bilingual literacy development in an authentic literacy environment. Curriculum designers should pay attention to English language learners’ cultural backgrounds and meet diverse teachers' and children's needs.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.086
Threshold uncertainty score0.270

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0220.003
Scholarly communication0.0020.001
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.076
GPT teacher head0.386
Teacher spread0.310 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2008
Admission routes1
Has abstractyes

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