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Record W7125778303 · doi:10.5281/zenodo.18383246

Educação, multilinguismo e migração em Foz do Iguaçu: um panorama bibliográfico sobre a Educação Básica – Anos Iniciais (2017–2025)

2025· article· pt· W7125778303 on OpenAlexaff
Bruna Rafaela Teles Tomé, Jorgelina Ivana Tallei

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languagept
FieldSocial Sciences
TopicMigration, Racism, and Human Rights
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsPanoramaPanoramaIntercultural relations

Abstract

fetched live from OpenAlex

Este artigo analisa a produção acadêmica sobre educação, migração e multilinguismoem Foz do Iguaçu, com foco na Educação Básica nos Anos Iniciais, no período de 2017 a 2025.A escolha do recorte temporal justifica-se pela promulgação da Lei de Migração, Lei nº13.445/2017, que assegura igualdade de direitos entre brasileiros e migrantes, incluindo oacesso à educação pública. A pesquisa ancora-se em abordagem qualitativa, baseada emlevantamento bibliográfico realizado no Catálogo de Teses e Dissertações da CAPES,utilizando descritores relacionados a escolas municipais de Foz do Iguaçu, com critérios deseleção: diversidade na fronteira, acolhimento de alunos estrangeiros, formação docente,educação intercultural e línguas e culturas. Dos 27 trabalhos inicialmente encontrados, seisforam selecionados para compor o corpus de análise. A sistematização evidencia que, emboraexistam avanços no debate sobre acolhimento, diversidade e práticas pedagógicas em contextosde fronteira, persistem lacunas significativas no campo da formação inicial de professores,especialmente no que se refere à valorização dos repertórios linguísticos e culturais de criançasmigrantes. Os resultados apontam que a escola pública fronteiriça permanece tensionada entrea lógica monocultural e monolíngue, ainda hegemônica, e as demandas concretas de umterritório marcado pelo multilinguismo e pela interculturalidade. Conclui-se que o panoramabibliográfico oferece subsídios para futuras pesquisas e para a construção de políticaseducacionais mais inclusivas, capazes de reconhecer e valorizar a diversidade cultural elinguística no cotidiano escolar da Tríplice Fronteira.. Artigo publicado nos Anais do VI Congresso de Educação do CPAN – CECPAN (2025).

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.419
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.007
Science and technology studies0.0110.001
Scholarly communication0.0050.001
Open science0.0030.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0360.018

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 head0.054
GPT teacher head0.329
Teacher spread0.275 · 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 designNot applicable
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

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