Schooling Ecologically: An Inquiry Into Teachers’ Ecological Understanding in ‘Alternative’ Schools
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
Abstract This article reports on an inquiry into ecological understanding and the professional practice of a selection of teachers in alternative and/or independent non-systemic schools in Australia, Canada and the United States. Through a reflective, participatory framework, based on the premise that it is one thing to observe ‘an ecology’, another to understand one's self as part of it, as actively involved in ‘bringing forth our world’, the project sought to understand if and how teachers employ systemic, ecological insights in their teaching. The project looked at the underlying ecological principle of ‘connection’ and how teachers work with this, through teacher education and options for further education in ecological understanding, at the responsibilities schools hold for ecological understanding, and at ways in which individual teachers have worked with this form of knowledge. Data was gathered through semi-structured interviews with small numbers of teachers in five schools. The philosophical underpinnings of these schools were considered in relation to the teachers’ capacities to facilitate ecological understanding and the organisational setting in which these schools operate. Teacher perspectives are reported and discussed through a structured presentation of selected responses to a series of questions on the overlapping themes of ecological insight and formal and informal learning processes.
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 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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