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Record W1973234559 · doi:10.1080/00071005.2012.745480

Technology-Mediated Collaborative Learning Environments for Young Culturally and Linguistically Diverse Children: Vygotsky Revisited

2013· article· en· W1973234559 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

VenueBritish Journal of Educational Studies · 2013
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsnot available
Fundersnot available
KeywordsMultilingualismCollaborative learningPedagogyEthnic groupPsychologyEducational technologyInstructional designLanguage acquisitionSociologyMathematics education

Abstract

fetched live from OpenAlex

Abstract Given the instructional challenges posed by the influx of minority-language children in North America, this article attempts to examine early childhood bi- or multilingualism in one of the fastest growing ethnic minority groups in Canada, Korean-Canadians. By drawing on a Vygotskian perspective, the article focuses on the affective and social aspects of learning for culturally and linguistically diverse (CLD) children and their families. With an emphasis on the integration of language and thought, this article first identifies the instructional applications of Vygotskian perspectives and then describes iterative phases of design-based research aimed at developing technology-mediated collaborative learning environments for trilingual Korean-Canadian children. The technology-mediated collaborative learning environment supported young CLD children's affective, social and cognitive needs and created meaning-centered collaborative learning environments. The paper concludes with a consideration of implications of this technology-mediated collaborative learning environment so as to assist teachers who might be confronted with the educational needs of the growing population of CLD children. Keywords: Vygotskian perspectivesaffective and social aspects of learningtechnology-mediated collaborative learning environmentsyoung CLD children

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)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.162
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.010
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 integrity0.0000.001
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 head0.021
GPT teacher head0.356
Teacher spread0.336 · 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