SEAFDEC Asian Aquaculture Volume 24(3) July - September 2002
Bibliographic record
Abstract
Abalone is a marine gastropod (single shelled mollusk) that has a big foot muscle, inhabits rocky and coral reefs, and feeds mainly on seaweeds.There are about 100 species of abalone in the world but only 20 are of high commercial importance.In the Philippines, the abalone species are Haliotis asinina, H. varia, H. ovina, and H. glabra but it is H. asinina which has high commercial value.Live abalones command a high price of P250-300 per kg (15-20 pieces; P55 = US$1).Middlemen or processors blanch these to remove the shell and gut.The blanched meat is sold at P450-550 per kg.These semi-processed abalone are then frozen, dried or canned for export to many countries such as Hong Kong, Japan, Korea, Taiwan, Singapore, China, Australia, USA, Canada, Spain, Netherlands.In China, abalone is believed to have aphrodisiac and medicinal value, and canned abalone is a prized gift.page 25 The abalone Haliotis asinina (photos by J. Altamirano); netcage culture at AQD's Igang Marine Substation (rightmost, photo by R. Buendia).In floating net cages, it is easy to monitor, feed, and harvest abalone.Seaweeds that grow naturally on nets can serve as additional food Training schedule, survey, p31 and p4 Learn about seven business opportunities in aquaculture, p19
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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; both teacher heads agree on what is shown here.
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".