MétaCan
Menu
Back to cohort
Record W4413522413 · doi:10.21814/childstudies.6387

Interaction between teacher and deaf student: a case study in the Brazilian inclusive context

2025· article· en· W4413522413 on OpenAlexfundno aff
Maíra Souza Machado, Ana Cristina Santos Duarte, Anabela Cruz‐Santos

Bibliographic record

VenueChild Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInclusion and Disability in Education and Sport
Canadian institutionsnot available
FundersFundação para a Ciência e a TecnologiaUniversidade do MinhoCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorInternational Council for Canadian Studies
KeywordsContext (archaeology)PsychologyPedagogyMathematics educationSociologyGeographyArchaeology

Abstract

fetched live from OpenAlex

The aim of this research is to understand how the interaction between a teacher and a deaf student takes place in a class in the early years of elementary school in a Brazilian school. To achieve this goal, a semi-structured interview and observation with a field diary were used. This is a qualitative, descriptive case study that analyses the subjects in their social context and the interactions that take place between them. The analyzed data showed that a good interaction between the teacher and the deaf student encourages and favours the deaf student's participation in classroom activities. It was found that the student participated in class, interacted with classmates and the teacher, and that Libras were used at certain times in class to expand the vocabulary of the listeners. Despite the challenges inherent in the Brazilian educational context, we have seen positive strategies being developed in a public school from an inclusive perspective.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.259
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.042
GPT teacher head0.460
Teacher spread0.419 · 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 teacher head, not a consensus.

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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueChild StudiesSame topicInclusion and Disability in Education and SportFrench-language works237,207