A Review of Brendon Larson’s Metaphors for Environmental Sustainability: Redefining our Relationship with Nature
Bibliographic record
Abstract
Brendon Larson’s Metaphors for Environmental Sustainability: Redefining our Relationship with Nature is a thought provoking treatment of what can be a challenging and sometimes controversial subject. Primarily, but not exclusively, through four feedback metaphors: progress, competition, barcoding, and meltdown, Larson challenges the dominant scientific discourse, highlighting the limits of a single-lens scientific narrative while emphasizing the value of welcoming ambiguity, and diversity as a means to fruitful discussion and inquiry in addressing the issues surrounding environmental sustainability. Furthermore, rather than fencing ourselves off from nature, Larson demonstrates the importance of breaking down narratives of duality, and seeing ourselves as one with nature, not separate from it, in addressing issues concerning environmental sustainability. This book is valuable not only for its message, but also for how its concepts are presented. Larson presents historical and cultural frameworks to contextualize evolutionary and current environmental sustainability narratives. This book exemplifies phenomenological practices and perceptions, and is a valuable and insightful read for any individual, practitioner, or academic with an interest in environmental sustainability.
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 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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".