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Record W4415033016 · doi:10.54033/cadpedv22n12-009

Entre a resistência e a mercantilização: a práxis crítica do professor universitário em tempos de reconfiguração da universidade

2025· article· pt· W4415033016 on OpenAlexaboutno aff
Daniela Schiabel, Noelí Prestes Padilha Rivas

Bibliographic record

VenueCaderno Pedagógico · 2025
Typearticle
Languagept
FieldSocial Sciences
TopicEducation Pedagogy and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsAutonomySocial responsibilityContext (archaeology)Field (mathematics)

Abstract

fetched live from OpenAlex

O presente artigo analisa os impactos do neoliberalismo na educação superior pública brasileira, com ênfase na práxis do professor universitário frente à mercantilização do ensino e à reconfiguração da universidade. A partir de uma abordagem teórica-documental, fundamentada nos estudos de Marx, Freire, Vázquez, Laval, Chauí, entre outros, busca-se compreender como a racionalidade neoliberal, centrada na lógica do mercado, na eficiência gerencial e na competitividade, vem influenciando a formação docente, a função social da universidade e os processos de avaliação e gestão acadêmica. Eembora a lógica neoliberal busque impor padrões homogeneizantes, a universidade continua sendo um espaço de disputa, onde emergem resistências e práticas contra-hegemônicas. Assim, defende-se uma práxis crítica, ética e transformadora, que reafirme a centralidade do conhecimento, a autonomia universitária e o compromisso social da educação superior. Mais do que resistência, trata-se de consolidar um projeto de universidade pública comprometida com a emancipação humana e com a construção de uma sociedade democrática.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.204
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0120.001

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 head0.061
GPT teacher head0.389
Teacher spread0.328 · 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

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