A critically modern ecological economics for the Anthropocene
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
Ecological economics recognizes economic activity as a biophysical process mediated by social systems and ultimately subject to the constraints of a finite earth system. The Anthropocene discourse appears as validation of the central concerns of ecological economics yet throws into relief its limits as a normative transdiscipline oriented toward social transformation. We review ecological economics in light of two overarching challenges: first, negotiating between biophysical reality and plural constructed social realities, so as to create legitimate grounds for a sustainability transition; second, accounting for multi-level, multi-scale social and political action, which demands a means for arbitrating among competing normative propositions. We argue that attempts to address these challenges within ecological economics have been inconsistent and relatively scarce, reflecting an unresolved tension regarding modern and postmodern social theory. We demonstrate that a critically modern ecological economics could draw on aligned social movements and build on deliberative theory as a foundation for social and political change fit for navigating the Anthropocene.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.002 |
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