MétaCan
Menu
Back to cohort
Record W7092188891 · doi:10.5281/zenodo.17371417

Políticas educacionais neoliberais: o sentido atribuído às velhas ideias em outros tempos

2025· article· W7092188891 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Language
FieldSocial Sciences
TopicEducation Pedagogy and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsField (mathematics)ELECTREArgument (complex analysis)Order (exchange)Context (archaeology)

Abstract

fetched live from OpenAlex

Resumo: Este artigo tem como objetivo analisar o conceito de políticas educacionais e de neoliberalismo, bem como suas implicações para a educação pública, evidenciando a ressignificação de velhas ideias em diferentes contextos históricos por meio do processo de privatização da educação pública brasileira. Como problema de pesquisa, indaga-se: qual o sentido que as políticas neoliberais atribuem à educação no século XXI? Trata-se de uma pesquisa de caráter bibliográfico, fundamentada em autores como Oliveira e Borges (2023), Saviani (2008), Azevedo (2004), Frigotto (1999), Dardot e Laval (2016), Oliveira e Freitas (2022) e Freitas (2018), entre outros. Evidencia-se que as políticas de orientação neoliberal possuem implicações concretas, configurando-se em um ataque organizado à educação pública brasileira ao propor sua privatização em benefício do mercado e de grupos empresariais. Assim, o artigo apresenta reflexões e defende uma educação pública, laica, inclusiva, socialmente referenciada e de qualidade pedagógica para crianças, jovens e adultos, sustentando que a educação constitui um espaço de resistência às políticas neoliberais quando se orienta pela perspectiva da transformação social. Palavras-chave: Políticas Educacionais. Neoliberalismo. Privatização.

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)0.005
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: none
Teacher disagreement score0.891
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0130.001
Scholarly communication0.0040.001
Open science0.0020.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.1040.034

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 head0.361
Teacher spread0.308 · 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

Explore more

Same venueZenodo (CERN European Organization for Nuclear Research)Same topicEducation Pedagogy and PracticesFrench-language works237,207