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Record W2802925795 · doi:10.14572/nuances.v28i3.5724

OS CONTEÚDOS ESCOLARES E A RESSURREIÇÃO DOS MORTOS: CONTRIBUIÇÃO À TEORIA HISTÓRICO-CRÍTICA DO CURRÍCULO

2018· article· pt· W2802925795 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueNuances estudos sobre Educação · 2018
Typearticle
Languagept
FieldSocial Sciences
TopicRural and Ethnic Education
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

O Professor Newton Duarte graduou-se em Pedagogia pela Universidade Federal de São Carlos (UFSCar) em 1985. Em 1987 e 1992, respectivamente, concluiu o Mestrado em Educação pela UFSCar e o Doutorado em Educação pela Universidade Estadual de Campinas (UNICAMP). Desde 1988 é docente da Universidade Estadual Paulista (UNESP), campus de Araraquara, onde obteve em 1999 o título de Livre-Docente e em 2009 foi nomeado para o cargo de Professor Titular. Realizou pós-doutorado na Universidade de Toronto, Canadá (2003-2004) e foi pesquisador visitante na Universidade de Sussex, Inglaterra (2011-2012). É líder do grupo de pesquisa Estudos Marxistas em Educação e pesquisador associado ao Institute for the Humanities, University of Simon Fraser, Vancouver, Canadá. É autor de livros, capítulos de livros e artigos, publicados no Brasil e no exterior.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, 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 score0.295
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.002
Science and technology studies0.0030.003
Scholarly communication0.0010.001
Open science0.0020.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.003

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 head0.055
GPT teacher head0.383
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