Energy transitions in the shadow of a dictator: Decarbonizing neoliberalism and lithium extraction in Chile
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
The global economy’s neoliberal era began in 1973 with a military coup in Chile lead by General Augusto Pinochet. Though the country returned to civilian rule in 1990, the dictatorship continues to determine much of Chile’s political economy, especially in extractive sectors, a legacy that also carries consequences for decarbonization in the 21 st century. As the latest stage of globalization, contemporary energy transitions offer an opportunity to examine the kind of global and local extractivisms established in the context of the dictatorship in Chile – an order that also accelerated the environmental impacts of the Anthropocene. Just as the Anthropocene is less a geological age defined by human activity as much as the compounding consequences of a relatively small segment of humanity, so too is neoliberalism traceable to specific people, histories, and institutions. This article traces these elements as Chile rewrites Pinochet’s constitution to highlight hopes and challenges of energy transitions as political, social, and ecological processes.
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 | 0.000 | 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 | 0.000 |
| 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