MétaCan
Menu
Back to cohort
Record W3138961830 · doi:10.1075/jicb.20011.mar

Bilingual outcomes for a student with Down Syndrome in French immersion

2021· article· en· W3138961830 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Immersion and Content-Based Language Education · 2021
Typearticle
Languageen
FieldPsychology
TopicLanguage Development and Disorders
Canadian institutionsDalhousie University
Fundersnot available
KeywordsFrench immersionNeuroscience of multilingualismAP French LanguagePsychologyReading (process)English languageBilingual educationPedagogyMathematics educationMedical educationLinguisticsLanguage assessmentMedicine

Abstract

fetched live from OpenAlex

Abstract This study investigated the French and English outcomes and experiences of one student with Down syndrome enrolled in a Canadian French Immersion (FI) program. Testing in Grades 6 and 8 revealed development in both languages, higher English than French skills, and progress across the two years in English only. English language and reading comparisons in Grade 8 showed the bilingual student had similar or better English abilities than age-matched monolinguals with Down syndrome (DS) schooled in English only. Interviews revealed that the parents were strong advocates for their son and worked closely with the school to ensure accommodations were in place in FI that fostered his success. The interviews also offered some explanation for the lack of French progress at second testing. This study provides the first evidence that FI can provide a path to bilingualism for students with DS. The findings have implications for inclusive education.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.782
Threshold uncertainty score0.548

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.019
GPT teacher head0.323
Teacher spread0.304 · 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