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Record W2321864018 · doi:10.1177/1476718x15614042

Embracing risk in the Canadian woodlands: Four children’s risky play and risk-taking experiences in a Canadian Forest Kindergarten

2016· article· en· W2321864018 on OpenAlexaffabout
Heather Coe

Bibliographic record

VenueJournal of Early Childhood Research · 2016
Typearticle
Languageen
FieldEnvironmental Science
TopicUrban Green Space and Health
Canadian institutionsQueen's University
Fundersnot available
KeywordsCuriosityConceptualizationPsychologyContext (archaeology)WoodlandOutdoor educationPerspective (graphical)Developmental psychologySocial psychologyGeographyPedagogyEcology

Abstract

fetched live from OpenAlex

Children are born with an intrinsic drive and natural curiosity to explore the world around them. Just as young children are attracted to the natural world, they too are enticed by the physical challenges and risk-taking experiences that such environments provide. Based on research conducted at one of Canada’s first Forest Kindergartens and using Sandseter’s conceptualization of risk, this article aims to explore the safe risk-taking and risky play experiences of four children at a nature-based early years programme in rural Ontario. Not only does this research add to the growing body of empirical evidence surrounding risk and nature-based learning in the early years but also provides a unique Canadian perspective not often discussed in the literature. An incidental outcome of this work is exposing researchers and practitioners to the types of safe risk-taking and risky play experiences that may occur within an early years Canadian context.

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)0.006
metaresearch head score (Gemma)0.001
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 score0.035
Threshold uncertainty score0.629

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.028
GPT teacher head0.286
Teacher spread0.258 · 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

Citations31
Published2016
Admission routes2
Has abstractyes

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