Examining Children’s Indoor and Outdoor Nature Exposures and Nature-related Pedagogic Approaches of Teachers at Two Reggio-Emilia Preschools in Halifax, Canada
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Early childhood environmental education focusses on expanding children’s bio-affinity, developing their environmental attitudes and encouraging them to behave in a more environmentally friendly manner. One example of the educational method that is based on high-quality practices of both early childhood education and environmental education is the Reggio-Emilia pedagogical approach, which provides children with various nature-related experiences. This study examines the frequency and variety of indoor and outdoor nature experiences for children and the preschool teachers’ educational approaches and goals for children’s development in nature in two Reggio-Emilia preschools located in Halifax, Canada. To do this, first-hand observations and semi-structured teacher interviews were used. Results suggest that the Reggio-Emilia curriculum followed at the preschools provided various opportunities for children to be exposed to nature. However, the teachers have emphasized more on anthropocentric than nature-related educational goals.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it