Displacement and denationalisation: the<scp>M</scp>exican<scp>G</scp>ulf 75 years after the expropriation
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
Recent oil and gas sector reforms in M exico transform protections on petroleum resources and labour that were implemented as a result of the 1938 nationalisation of the country's oil industry. This paper examines the E tileno XXI project, a private petrochemical plant led by a B razilian firm and supported by M exican and transnational capital, which manifests the role of early 21st‐century global commodity markets in restructuring M exico's energy sector. E tileno XXI is described as a major step toward privatising petrochemical processing in the country and as a significant creator of jobs, albeit low wage, at the site of production. Yet the project and corresponding oil‐sector reforms will have impacts on the surrounding area that compromise pre‐existing livelihoods both ecologically and via erosion of earlier protections on labour secured through the national oil workers union. The article thus argues for a conceptualisation of displacement induced by extractive industry that incorporates into its analysis the effects of industrial restructuring and expansion on extant production relations, in both the short and longer term.
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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 | 0.000 |
| 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