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Record W4403486402 · doi:10.1007/s42322-024-00178-0

Dipping your toes in the water: early childhood science learning at a beach kindergarten

2024· article· en· W4403486402 on OpenAlexaboutno aff
Chris Speldewinde

Bibliographic record

VenueJournal of Outdoor and Environmental Education · 2024
Typearticle
Languageen
FieldPsychology
TopicScience Education and Perceptions
Canadian institutionsnot available
FundersDeakin University
KeywordsSociology of EducationCurriculum studiesOutdoor educationEarly childhoodEarly childhood educationScience learningScience educationPsychologyMathematics educationSociologyDevelopmental psychologyPedagogyCurriculum

Abstract

fetched live from OpenAlex

Abstract The forest school approach to learning has gathered momentum in the UK and parts of Europe for well over 50 years. In other contexts such as Canada, China, New Zealand and Australia, nature-based early childhood education and care (ECEC) settings, influenced by European forest school approaches, are in a growth phase. While research attention is often given to ‘green spaces’ such as nature reserves, parklands and forests, less consideration has been given to the ‘blue spaces’. Blue spaces incorporate beaches and coastal environments and can be rich contexts for early childhood science education. One example of a nature-based approach to ECEC is the Australian ‘bush kinder’. Bush kinders are growing in number and educators have been observed to include sessions at beach environments as part of year-long bush kinder programmes. Beach kinders often involve four- to five-year-old preschool children and provide experiences to learn from and about the natural world through play in the water, on the sand and amongst coastal woodlands. This paper highlights the importance of educators in fostering science teaching and learning in the context of beach kinders. Through analysing early years science education research, guiding curriculum frameworks and early childhood learning, the importance of providing children with beach kinder opportunities to enhance understandings of early childhood science education is discussed. Drawing on vignettes from ethnographic data, gained through researcher participant observation, the benefits of educators scaffolding children’s of physical, chemical and biological science experiences present in coastal environments is considered in this paper.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.032
Threshold uncertainty score0.064

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0100.006
Scholarly communication0.0060.003
Open science0.0020.008
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0070.002

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 head0.020
GPT teacher head0.323
Teacher spread0.304 · 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

Citations6
Published2024
Admission routes1
Has abstractyes

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