“Everywhere you go always take the weather with you”: Phenomenology and the pedagogy of climate change education
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
In no other time in human history has the relationship between human beings, and the biosphere on which we depend, been fraught with such a sense of urgency. Responding to the imminent threat of climate change has focussed our attention on education. There has been a proliferation of international, national and regional programs designed to change attitudes, behaviours, and beliefs associated with the causes of climate change. This paper will look to phenomenology and pedagogy to attempt describe the experience of climate and to help us consider how we may allow the young to live in a time of inevitable climate disruption while nurturing what seems to come to them naturally, an embodied integration into the wonder and awe of the places they live. Also, this paper explores two dominant approaches to climate change education and asks how these approaches articulate an understanding of the essential relationship between humans and the larger living world as reflected through changing climatic conditions.
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 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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