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Record W2766009944 · doi:10.5902/2179769225623

O processo de inclusão de crianças com necessidades especiais de saúde na educação infantil

2017· article· pt· W2766009944 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRevista de Enfermagem da UFSM · 2017
Typearticle
Languagept
FieldSocial Sciences
TopicAcademic Research in Diverse Fields
Canadian institutionsMcGill University
Fundersnot available
KeywordsHumanitiesPsychologySociologyPhilosophy

Abstract

fetched live from OpenAlex

Objetivo: descrever a vivência de professores da educação infantil no processo de inclusão de crianças com necessidades especiais de saúde. Método: pesquisa qualitativa desenvolvida a partir de grupo focal com dez professores de uma escola de educação infantil de um município do Rio Grande do Sul - Brasil. Os dados foram submetidos à análise de conteúdo temática. Resultados: os resultados apontaram que os professores não são preparados na sua formação para atuarem com estas crianças. E, ainda, que a rede de apoio de serviços sociais e de saúde aos profissionais e à escola é frágil ou inexistente. Conclusão: a vivência dos professores da educação infantil com as crianças com necessidades especiais de saúde acontece permeada por desafios que perpassam fragilidades em sua formação e a interação com a família dessas crianças e com os serviços de saúde.

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)0.007
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesResearch integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.488
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0050.002
Scholarly communication0.0050.002
Open science0.0060.002
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0020.001

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 head0.109
GPT teacher head0.442
Teacher spread0.333 · 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