Ecological Imperialism and the Global Metabolic Rift
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
Transfers in economic values are shadowed in complex ways by real material-ecological flows that transform ecological relations between city and country, and between the core and periphery. Directing material flows is a vital part of intercapitalist competition. Ecological imperialism creates asymmetries in the exploitation of the environment, unequal exchange, and a global metabolic rift. The 19th-century guano/nitrates trade illustrates the emergence of a global metabolic rift, as guano and nitrates were transferred from Peru and Chile to enrich the soils of Britain and other imperial countries. This global metabolic rift entailed the decline of soil fertility in Britain, importation of Chinese labor to Peru, mass export of natural fertilizer, degradation of the Peruvian/Chilean environment, war over possession of nitrates, and creation of debt-laden economies. It allowed Britain and other imperial countries to maintain an `environmental overdraft' in their own countries, imperialistically drawing on the natural resources of the periphery. The social metabolic order of capitalism is inseparable from such ecological imperialism, which is as basic to the system as the search for profits itself.
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it