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Record W4414586862 · doi:10.1111/ssm.18391

Environmental Education and Science Teaching in the Context of a Waldorf School: The Use of a Collective Reading Activity to Reflect on Pesticides

2025· article· en· W4414586862 on OpenAlexaff
Karine Gabrielle Fernandes, Cristiano B. Moura, Mateus Salomão Rodrigues Costa

Bibliographic record

VenueSchool Science and Mathematics · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Methods and Practices
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsEnvironmental educationReading (process)Context (archaeology)CurriculumScientific literacyRelevance (law)LiteracyScience education

Abstract

fetched live from OpenAlex

ABSTRACT The contemporary significance of Scientific Literacy underscores the importance of reading and writing practices, often neglected in classroom settings. The urgent global climate crisis calls for immediate action in Environmental Education, emphasizing holistic environmental relationships. This article describes how an Environmental Education initiative at a Waldorf school fostered reflections on science and the environment through a collective reading activity. Conducted in a Brazilian Waldorf high school, this study aligns with the principles of holistic development and judgment in Waldorf Pedagogy. The activity involved students reading Rachel Carson's Silent Spring , celebrated for its exposé on the effects of pesticides, followed by group discussions and reflections through written narratives. The experience revealed profound emotional responses from students, suggesting a nurturing of their environmental awareness, and they connected the content of the book with their own experiences, reinforcing the relevance of environmental issues in their lives. Integrating collective reading activities into Waldorf‐inspired curricula seems to inspire in‐depth environmental reflections, which can be a way to cultivate a generation of environmentally responsible citizens.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0100.010
Scholarly communication0.0040.002
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.088
GPT teacher head0.447
Teacher spread0.359 · 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 designObservational
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

Citations1
Published2025
Admission routes1
Has abstractyes

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