An endangered regional cuisine in Sweden: the decline in use of European smelt, Osmerus eperlanus (L., 1758), as food stuff
Bibliographic record
Abstract
Abstract Only a handful freshwater fish species are still commercially sought after in Sweden. Subsistence fishing in lakes and rivers is also rare nowadays and has in general been replaced by recreational fishing. However, fishing for European smelt, Osmerus eperlanus (L.), once popular in many areas of central Sweden, has survived into the twenty-first century, particularly in the province of Värmland, as a minor, but interesting regional food speciality. It is a dish with character, since smelt has a very particular scent and it is therefore esteemed by some and rejected by others. Nowadays, it is eaten locally, especially by the elder generations, and attempts to popularize it as a regional food have so far failed. However, smelt deserves to be marketed as a regional culinary specialty, and has great potential to become popular among modern foodies. A traditional dish known as “smelt pancake” can be promoted. Interesting enough, there are new categories of smelt enthusiasts that have discovered the possibility of fishing in large numbers in spring, especially Thai and other immigrants. There are also a significant numbers of sojourners and visitors from the Baltic States, especially Lithuanians, fishing for smelt in Värmland.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".