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Record W4411335158 · doi:10.5647/jsoee.34_3_1

Biodiversity Conservation and Environmental Education in Asia: Case Studies, Opinions, and Suggestions for Our Future Endeavors

2025· article· en· W4411335158 on OpenAlexaboutno aff
Ryo Sakurai, Kotoko Yadomaru

Bibliographic record

VenueJapanese Journal of Environmental Education · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicConservation, Ecology, Wildlife Education
Canadian institutionsnot available
Fundersnot available
KeywordsBiodiversityBiodiversity conservationEnvironmental planningEnvironmental resource managementEnvironmental educationGeographyPolitical scienceEnvironmental scienceEcologyBiology

Abstract

fetched live from OpenAlex

Discussions regarding the launch of Environmental Education in Asia began in 2014, and with the publication of its first issue in 2017, we have been exploring the potential of collaborative efforts to foster environmental education across Asia.We envisioned EEA as a platform for researchers who are not only conducting research in their own countries but are also keen to engage in international interactions and contribute to mutual and global understanding (Sakurai & Furihata 2019) under the theme of environmental education in Asia.Although more than 40 papers have been published in the past four issues, we believe that international and collaborative efforts between practitioners and researchers from various countries across Asia in the context of environmental education are limited.This highlights the need to continue developing EEA to promote diverse practices and research findings that emphasize how environmental education can contribute to creating a sustainable society.The fifth issue of EEA features papers on biodiversity conservation and environmental education in Asia.The 15th Conference of the Parties to the United Nations Convention on Biological Diversity held in 2022 adopted the Kunming-Montreal Global Biodiversity Framework, which includes 23 action goals.The framework states that implementation requires transformative, innovative, and transdisciplinary education, both formal and informal, at all levels.It also emphasizes encouraging and enabling individuals to make sustainable consumption choices by improving their access to education as well as accurate and appropriate information and alternatives.In addition, the United Nations has declared 2021-2030 as the "UN Decade on Ecosystem Restoration," recognizing not only conservation but also the restoration of biodiversity as an international goal.In line with these global objectives, the Japanese government has promoted the concept of "Nature Positive" and has been encouraging stakeholders to take urgent action to halt and reverse biodiversity loss, putting nature on a path to recovery.Although similar projects are being implemented across Asia, efforts to summarize and integrate the accomplishments in these regions are limited. II. Structure of the "JJEE-EEA 2025" issueThis issue begins with an article by Ma et al. ( 2025) that provides valuable insights and suggestions for nurturing the next generation of conservationists in Asia.Huang (2025) introduces a remarkable ocean education program at an elementary school in Taiwan.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.108
Threshold uncertainty score0.745

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.282
Teacher spread0.273 · 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 teacher head, 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

Citations0
Published2025
Admission routes1
Has abstractyes

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