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Record W7125824685 · doi:10.56346/ijsa.v8i1.573

PRÁTICAS PEDAGÓGICAS INTERDISCIPLINARES E SABERES LOCAIS NO ENSINO: O SEMIÁRIDO NORDESTINO NO CURRÍCULO ESCOLAR DO CEARÁ

2025· article· W7125824685 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.

Bibliographic record

VenueInternational Journal Semiarid · 2025
Typearticle
Language
FieldSocial Sciences
TopicRural and Ethnic Education
Canadian institutionsDiscovery Air (Canada)
Fundersnot available
KeywordsUniversity educationField (mathematics)Context (archaeology)

Abstract

fetched live from OpenAlex

Este artigo discute práticas pedagógicas interdisciplinares voltadas para o estudo do semiárido brasileiro, com ênfase na região Noroeste do Ceará, a partir da experiência desenvolvida na Escola Estadual de Ensino Médio Raimundo da Cunha Brito, em Graça-CE. Incluiu-se também pesquisa realizada com professores de Geografia e Biologia da Rede Estadual de Educação do Ceará, a fim de verificar a importância atribuída ao conteúdo e quais metodologias são mais adequadas para as aulas relacionadas ao semiárido. Para tanto, realizou-se o estudo e a análise de documentos de referência curricular, incluindo a BNCC (Base Nacional Comum Curricular) e o DCRC (Documento de Referência Curricular do Ceará). Nesse contexto, considera-se que, em muitos casos, o currículo das disciplinas se limita ao conteúdo pronto disponível nosli vros didáticos, o que acaba gerando uma lacuna no conhecimento local dos alunos. Portanto, é necessário repensar o currículo e as metodologias aplicadas ao ensino, colocando as visitas de campo como uma proposta crucial para a compreensão da realidade local.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, 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: none
Teacher disagreement score0.586
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0030.002
Open science0.0030.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.003

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 head0.015
GPT teacher head0.380
Teacher spread0.365 · 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