The restructuring of the Spanish salted fish market
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 discusses how cultural, technological and social factors contribute to the restructuring of the Spanish salted fish market and production systems. The analytical principles used are institutional, evolutionary socio‐economic theories on spatial, technological and social change. A major focus of the analysis is the use of production chain theory to analyze the Spanish salted fish market. The main issue is whether Spain, as a traditional salted fish consumer market, is more influenced by technology and supplier strategies than by cultural aspects and consumer traditions. The strategies of Icelandic salted fish suppliers, better preservation systems and new salting methods seem to have influenced the restructuring of the Spanish salted fish market more than cultural factors. Nevertheless, without the Spanish tradition of salted fish, the new light salted fillets and desalted products most likely would not have been accepted by consumers. In addition, the Icelandic influence proves the strength of national Icelandic production systems .
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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 | 0.003 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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