A Comparative Political Economy of Rural Capitalism
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
This article draws from field research conducted from 1993 to 2003 examining the impact of political regimes and economic globalization on the development of salmon aquaculture in Norway, Chile and Ireland. Norway underwent salmon aquaculture industrialization under the auspices of social democracy, whereas Chile and Ireland did so through the influence of neoliberalism. Social democracy imposes limits on the economic and geographical concentration of capital, whereas neo-liberalism facilitates the economic and geographical concentration of capital. This is because social democracy uses salmon aquaculture to foster the redistribution of benefits, whereas neo-liberalism uses salmon aquaculture to foster economic growth. Nevertheless, some evidence shows the strength of regional development interests in containing the full brunt of neo-liberalism in rural Ireland. The article concludes with suggestions for deepening the comparative political economy discussion of rural capitalism.
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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 | 0.000 | 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) | 0.001 | 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