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O TRABALHO DOCENTE NO CONTEXTO DA POLÍTICA DO NOVO ENSINO MÉDIO

2025· article· W4415262341 on OpenAlexaboutno aff
Paula Trajano de Araújo Alves, Solonildo Almeida da Silva, Sandro César Silveira Jucá

Bibliographic record

VenueRevista Políticas Públicas & Cidades · 2025
Typearticle
Language
FieldSocial Sciences
TopicEducation Pedagogy and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Work (physics)Field (mathematics)Order (exchange)

Abstract

fetched live from OpenAlex

Considerando o contexto atual de implementação do Novo Ensino Médio, este estudo tem como objetivo discutir aspectos da precarização do trabalho docente relacionando, inclusive, com a reforma do Ensino Médio. Para tal fim procedeu-se uma pesquisa do tipo bibliográfica e documental considerando como categoria de estudo o descritor trabalho docente, tendo como fonte de pesquisa as plataformas da CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior. Esse tema foi discutido a partir de pesquisas acadêmicas stricto sensu publicadas nos últimos cinco anos; juntamente com a teorização elaborada por autores que analisam a situação educacional do Brasil por uma perspectiva crítica, entre eles Saviane (2013), Ponce (2001), Arroyo (2013) e Laval (2019). As análises evidenciaram que a política do Novo Ensino Médio tem contribuído para o aprofundamento da precarização da profissão docente no Brasil.

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)0.004
metaresearch head score (Gemma)0.007
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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.911
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.004
Science and technology studies0.0030.003
Scholarly communication0.0050.002
Open science0.0020.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0210.005

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 head0.073
GPT teacher head0.462
Teacher spread0.389 · 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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