Aquaculture Biosecurity: Prevention, Control, and Eradication of Aquatic Animal Disease
Bibliographic record
Abstract
Contributors. Preface. Patricia J. O'Bryen and Cheng-Sheng Lee. 1 Aquaculture Biosecurity: The View and Approaches of the OIE (World Organization for Animal Health) Regarding Prevention and Control of Animal Diseases. -Eva-Maria Bernoth. 2 Biosecurity in Aquaculture: International Agreements and Instruments, Their Compliance, Prospects, and Challenges for Developing Countries. -Roahana P. Subasinghe and Melba G. Bondad-Reantaso. 3 Regional Approach to Animal Health Management - Views and Programs of the Network of Aquaculture Centres in Asia-Pacific (NACA). -C.V. Mohan and Melba G. Bondad-Reantaso. 4 Canada's Approach to Animal Biosecurity: Experience and Evolution. -Sharon E. McGladdery and Richard H. Zurbrigg. 5 The US Fish and Wildlife Service's Aquatic Animal Health Policy: Innovative Approaches to Managing Disease in Traditional and Special-case Animals. -Thomas A. Bell, J. Scott Foot, Kathy Clemems, Susan Gutenberger, Ray Brunson, John Thoesen, Rick Nelson, Norm Heil, John Coll, and Crystal Hudson. 6. Wisconsin's Veterinary Approach to Fish Health. -Myron J. Kebus. 7 Harmonized, Standardized, and Flexible National Frameworks for Ensuring Diagnostic Data and Test Result Validity: A Critical Need for Animal Health Diagnostic Systems and Biosecurity in Aquaculture. -Ann L. Wiegers, Jerry R. Heidel, and A. David Scarfe. 8 Disinfectants, Disinfection, and Biosecurity in Aquaculture. -G. Russell Danner and Peter Merrill. 9 Animal Surveillance. -F. Chris Baldock, Angus R. Cameron, and Nigel R. Perkins. 10 Biosecurity at the Farm Level-How to Create a State of Mind. -Paul Hardy-Smith. 11 Elements of an Animal Health Program-Infectious Hematopoietic Necrosis (IHN) in Farmed Atlantic Salmon in British Columbia. -Grace A. Karreman. 12 A Preliminary Investigation of the Relationship between Speed of Infected Cage Removal and Resultant Spread of Infectious Salmon Anemia on Atlantic Salmon Farms in Maine, USA and New Brunswick, Canada. -Lori Gustafson, Stephen Ellis, Leighanne Hawkins, Mark Moore, Teresa Robinson, and Dan MacPhee. Index
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.051 | 0.026 |
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 source (direct Gemma or distilled Codex), 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".