Aquaculture systems and pathological problems of new species reared in fresh water in Greece
Bibliographic record
Abstract
Published data on growth and pathology of the fish species: Mugil cephalus (mullet) and Acipenser gueldestaedi (sturgeon), under intensive culture, is limited. In particular, data on dietary requirements is non-existing. For the artificial feeding of these fish, other feeds originally prepared for other cultured fish species are used (trout and/or sea bass, sea bream pelleted feeds). Mugil cephalus is very tolerant to intensive rearing and the main problem observed was recurrent infections by Chilodonella sp. Mugilids reared in lagoons are infected with a variety of parasites, but these do not cause problems and mortality. Acipenser gueldestaedi is a very desirable fish for rearing, because of the fast growth rate, the good digestibility of food, even with no specific diets and the ability to be cultured under different systems. Furthermore, it has a wide temperature tolerance, it is very tolerant to stress and the mortality at fish> 5cm is less than 5%. Disease experiences from rearing sturgeon are reported mainly from N. America and concern viral infections. In Greece, Acipenser gueldestaedi seems to be very susceptible to both Noda virus and spinal deformities after the weight of 500g. Fish in open flow systems started to show skeletal abnormalities with increasing prevalence. Histopathology investigations, both in Greece and Canada, were inconclusive as to the aetiology of these skeletal deformities. These could not be proved to be associated with the feed of the fish. These deformities have been observed before in cultured sturgeon, but they are not yet fully investigated. At a later stage, fish cannot swim properly, do not feed and soon succumb to secondary infections by Aeromonas hydrophila.
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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 | 0.001 |
| 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 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".