Beneath the Surface: Critical Essays in the Philosophy of Deep Ecology. Edited by Eric Katz, Andrew Light, and David Rothenberg. Cambridge, MA & London, UK: The MIT Press (2000). Reviewed by J. Stan Rowe
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
Ecology is the "skin-out" study of what envelops and influences things, as compared to physiology with its focus on "skin-in" functions--which leads to the thought that the appropriate title for those primarily concerned with their inner soul/selves is "Deep Physiologists." In contrast, the name Deep Ecology (DE) suggests exploration of human ecology to its outer limits, asking what is the reality of people's relationship to the world that envelops them, and what ethical actions flow from that relationship? Over the last quarter century Arne Naess has been the most influential voice of eco/philosophy and eco/sophy (ecological wisdom) in the Western world.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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