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Record W4391878541 · doi:10.56083/rcv4n2-027

CONCEPTIONS OF SUSTAINABLE SCHOOLS AND ENVIRONMENTAL EDUCATION AND SUSTAINABILITY ACTIONS IN A PUBLIC SCHOOL IN ITAPEMA MUNICIPALITY

2024· article· en· W4391878541 on OpenAlexaff
Paulo Roberto Serpa, Josiane Maria Simas, Juliana Pinheiro Mafra

Bibliographic record

VenueRevista Contemporânea · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental Education and Sustainability
Canadian institutionsQuest University Canada
Fundersnot available
KeywordsSustainabilityEnvironmental educationEducation for sustainable developmentSustainable developmentEnvironmental planningPolitical scienceSociologyPedagogyGeographyEcology

Abstract

fetched live from OpenAlex

The present research aims to verify how managers and teachers observe the Environmental Education and Sustainability actions in a Public School of Itapema. The research involved managers and teachers who were submitted to a questionnaire on issues related to sustainability and environmental practices carried out at the school. For the formulation of the questionnaires, were considered: the Sustainable Schools Manual (BRAZIL, 2013), the National Sustainable Schools Program (BRAZIL, 2014), the Curriculum Ambientalization Guide in Higher Education: Practice theory and theorizing practice (FIGUEIREDO; GUERRA; ANDRADE, 2017), and the Master's Dissertation of Vieira (2017). This research was based on Sustainable Educational Spaces, the National Curricular Guidelines for Environmental Education - DCNEA (BRAZIL, 2012); the Sustainable Schools Manual (BRAZIL, 2013); the National Sustainable Schools Program (BRAZIL, 2014); already, for the analysis of the results of the questionnaires, the article by Sauvé (2005) on currents in environmental education was used. With regard to the data obtained, it can be observed that the subjects of the researched school present different discourses about what a sustainable school would be, as well as, at times, their responses converge and diverge among themselves. We conclude by believing that this research can contribute to at least the subjects of the research can reflect on their attitudes and practices towards Environmental Education and Sustainability for the transformation of the school unit into a Sustainable Educational Space (BRAZIL, 2012).

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0060.005
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.015
GPT teacher head0.291
Teacher spread0.277 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2024
Admission routes1
Has abstractyes

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