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Record W4302811415 · doi:10.1017/s0261444803261930

Bilingual education/bilingualism

2003· article· en· W4302811415 on OpenAlexaboutno aff

Bibliographic record

VenueLanguage Teaching · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsNeuroscience of multilingualismIrishMultilingualismBilingual educationEthnographySociologyForeign languagePedagogyHumanitiesLibrary sciencePsychologyLinguisticsAnthropologyArt

Abstract

fetched live from OpenAlex

03—360 Adegbite, Wale (U. Ile-Ife Nigeria). Sequential bilingualism and the teaching of language skills to early primary school pupils in Nigeria. Glottodidactica (Poznán, Poland), 28 (2002), 5—17. 03—361 Bennett-Kastor, Tina (Wichita State U., USA; Email: tina.bennett@wichita.edu ). The ‘frog story’ narratives of Irish-English bilinguals. Bilingualism: Language and Cognition (Cambridge, UK), 5, 2 (2002), 131—46. 03—362 Driessen, Geert, van der Slik, Frans and De Bot, Kees (U. of Nijmegen, The Netherlands; Email: g.driessen@its.kun.nl ). Home language and language proficiency: A large-scale longitudinal study in Dutch primary schools. Journal of Multilingual and Multicultural Development (Clevedon, UK), 23, 3 (2002), 175—94. 03—363 Gérin-Lajoie, Diane (Ontario Inst. for Studies in Ed., U. of Toronto, Canada). L'approche ethnographique comme méthodologie de recherche dans l'examen du processus de construction identitaire. [Ethnographic approaches to research in examining the process of identity construction.] The Canadian Modern Language Review/La Revue canadienne des langues vivantes (Toronto, Ont.), 59, 1 (2002), 77—96. 03—364 Haritos, Calliope (Hunter Coll. School of Ed., New York, USA; Email: charitos@hunter.cuny.edu ). A developmental examination of memory strategies in bilingual six, eight and ten year olds. International Journal of Bilingual Education and Bilingualism (Clevedon, UK), 5, 4 (2002), 197—220. 03—365 Lambson, Dawn (1270 E. Campus Dr., Tempe, Arizona, USA; Email: Dlambson@aol.com ). The availability of Spanish heritage language materials in public and school libraries. International Journal of Bilingual Education and Bilingualism (Clevedon, UK), 5, 4 (2002), 233—43. 03—366 Lee, Jin Sook (Rutgers U., New Brunswick, NJ, USA; Email: lee_jin_sook@yahoo.com ). The Korean language in America: The role of cultural identity in heritage language learning. Language, Culture and Curriculum (Clevedon, UK), 15, 2 (2002), 117—33. 03—367 Oh, Maria K. and Kukanauza, Jurate (State U. of New York at Buffalo, USA; Email: tiggeroh@hanmail.net ). Bilingualism and biculturalism: A constructively marginalized new person between worlds. English Teaching (Korea), 57, 3 (2002), 101—23. 03—368 Priven, Dmitri (Polycultural Immigrant & Community Services & Seneca Coll., Toronto, Canada; Email: dimapriven@hotmail.com ). The vanishing pronoun: A case study of language attrition in Russian. Canadian Journal of Applied Linguistics (Ottawa, Canada), 5, 1/2 (2002), 131—44. 03—369 Schelletter, Christina (U. of Hertfordshire, UK; Email: C.Schelletter@herts.ac.uk ). The effect of form similarity on bilingual children's lexical development. Bilingualism: Language and Cognition (Cambridge, UK), 5, 2 (2002), 93—107. 03—370 Shin, Sarah J. (U. of Maryland, USA; Email: shin@umbc.edu ). Differentiating language contact phenomena: Evidence from Korean-English bilingual children. Applied Psycholinguistics (Cambridge, UK), 23, 3 (2002), 337—60. 03—371 Spada, Nina (Ontario Inst. for Studies in Ed., U. of Toronto, Canada; Email: nspada@oise.utoronto.ca ) and Lightbown, Patsy M.. L1 and L2 in the education of Inuit children in Northern Quebec: Abilities and perceptions. Language and Education (Clevedon, UK), 16, 3 (2002), 212—40. 03—372 Young, Catherine (PO Box 2270 CPO, 1099 Manila, Philippines; Email: catherine_young@sil.org ). First language first: Literacy education for the future in a multilingual Philippine society. International Journal of Bilingual Education and Bilingualism (Clevedon, UK), 5, 4 (2002), 221—32.

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.040
Threshold uncertainty score0.134

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0020.002
Scholarly communication0.0030.003
Open science0.0000.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0400.007

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 head0.038
GPT teacher head0.485
Teacher spread0.447 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2003
Admission routes1
Has abstractyes

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