MétaCan
Menu
Back to cohort
Record W4409971912 · doi:10.21848/asr.240157

Use and Acquisition of Communicative Functions and Communicative Forms by Portuguese European Toddlers with and without Hearing Impairment

2025· article· en· W4409971912 on OpenAlexfundno aff
Etelvina Lima, Anabela Cruz‐Santos

Bibliographic record

VenueAudiology and Speech Research · 2025
Typearticle
Languageen
FieldHealth Professions
TopicAssistive Technology in Communication and Mobility
Canadian institutionsnot available
FundersFundação para a Ciência e a TecnologiaUniversidade do MinhoInternational Council for Canadian Studies
KeywordsPortuguesePsychologyAudiologyLinguisticsMedicinePhilosophy

Abstract

fetched live from OpenAlex

Purpose: The purpose of this study was to identify and compare communicative functions and forms in toddlers without (age group 8 to 18 months) and with hearing impairment (age group 13 to 18 months).Methods: Participants were 37 toddlers with normal hearing, 4 toddlers with hearing impairment.Results: The results indicate an increase in the average of the communicative functions conveyed along the increase of the age groups. There is an association between the age group and the type of communicative functions taught. Although there is no relationship between the hearing impairment condition and the average use of communicative functions, the two groups make different use of the type of communicative functions as well as the communicative forms.Conclusion: Is of paramount importance to understand the relationships between communicative forms and communicative functions in the assessment and intervention of communication skills in toddlers. In the case of toddlers with hearing impairment is fundamental to be aware that is not the frequency but the type of communication skills that they establish with their interlocutors.

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 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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0000.002
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 head0.162
GPT teacher head0.472
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; both teacher heads agree on what is shown here.

Study designObservational
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueAudiology and Speech ResearchSame topicAssistive Technology in Communication and MobilityFrench-language works237,207