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Record W4386299638 · doi:10.38087/2595.8801.66

EDUCAÇAO ESPECIAL E O ATENDIMENTO EDUCACIONAL ESPECIALIZADO-A.E. E: Uma Escola INCLUSIVA?

2021· article· pt· W4386299638 on OpenAlexaff
Gabriel César Dias Lopes

Bibliographic record

VenueCOGNITIONIS Scientific Journal · 2021
Typearticle
Languagept
FieldSocial Sciences
TopicAcademic Research in Diverse Fields
Canadian institutionsDiscovery Air (Canada)
Fundersnot available
KeywordsHumanitiesSociologyPhilosophy

Abstract

fetched live from OpenAlex

O presente artigo discute sobre os avanços da educação inclusiva ao longo dos anos como algo de suma importância, por isso fez-se necessário compreender quais os entraves existentes na promoção do atendimento educacional especializado (AEE) nas escolas deensino regular ofertados para os educandos com necessidades especiais. A partir de pesquisas bibliográficas a temática foi fundamentando teoricamente as discussões. A partir dessa pesquisa, observa-se que a interação entre os docentes do ensino regular e do AEE ainda não acontece efetivamente, como também o número de educadores com formação na área para atuar em salas de recursos multifuncionais é muito baixo, implicando na oferta de qualidade desse serviço, que fica à mercê das indagaçõesfuncionais. Acredita-se que a educação inclusiva na perspectiva da educação especial assume na atualidade um importante papel de transformação da escola tradicional excludente, em lugar acolhedor para todos.

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)0.007
metaresearch head score (Gemma)0.004
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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.200
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0150.003
Scholarly communication0.0090.002
Open science0.0020.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0860.004

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 head0.090
GPT teacher head0.391
Teacher spread0.301 · 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
GenreOther

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
Published2021
Admission routes1
Has abstractyes

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