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Record W7019698964

Infants and Their Educators in a Nature-based Educational Context

2024· dissertation· en· W7019698964 on OpenAlexaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2024
Typedissertation
Languageen
FieldEnvironmental Science
TopicUrban Green Space and Health
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)InvisibilityNatural (archaeology)TeamworkOutdoor educationQualitative research
DOInot available

Abstract

fetched live from OpenAlex

Nature-based education appears as a powerful response to the increase of an indoor and sedentary lifestyle. Nature-based education refers to a practice where nature is central to children’s daily experiences, such as routines, exploration, and play, and includes opportunities to connect and become comfortable with nature. It offers multiple benefits for children’s whole development (e.g., Kuo et al. 2019). Literature on infants’ experiences with nature is limited (e.g., Jørgensen, 2018; Monti et al., 2019). The present qualitative case study examined the experiences of infants younger than 18-months-old and their educators in two not-for-profit Québec daycares: one urban and one semi-rural centre that integrated regular nature-based practices into their curriculum. Observations examined 19 infants’ experiences into the outdoor natural setting and with their four educators. Semi-structured interviews were conducted with each educator to investigate their perspectives on this approach with infants. Results demonstrated that the natural environment offered a rich context for infants’ whole development in an integrated way: cognitive, social, language, and motor. Educators offered a secure base in a child-led pedagogy by being responsive, sharing joint attention, and supporting infants’ learning experiences verbally and physically. They also held a strong vision of infants as active learners, which is crucial to a child-led pedagogy in a nature-based context. Still, the educators must display strong self-confidence, teamwork and organizational skills to overcome the invisibility of this age group in the guidelines, training, and information for outdoor practices. The findings have important pedagogical and policy implications for the well-being of Quebec’s youngest citizens to make them more visible and to offer them a rich context to explore and learn.

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)0.002
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 score0.260
Threshold uncertainty score0.517

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0090.003
Scholarly communication0.0030.001
Open science0.0010.004
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 head0.015
GPT teacher head0.285
Teacher spread0.270 · 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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