Prevalence of the parasitic copepod, <i>Sarcotaces</i> sp., infection in British Columbia rockfishes ( <i>Sebastes</i> sp.) and implications for rockfish life-history
Bibliographic record
Abstract
Abstract Marine fishes often suffer detrimental effects of parasitism, which can affect multiple life-history traits, such as maturity, growth, fecundity, and mortality. Rockfishes (genus Sebastes ), in the northeast Pacific Ocean, are commonly parasitized by copepods in the genus Sarcotaces . These copepods form large cysts within the body cavity, or in the musculature of individuals. There is a lack of baseline data on the prevalence of Sarcotaces sp. infection and the effect of infection on rockfish health and life-history. Here, we present data on Sarcotaces sp. infection in 23 rockfish species (including two thornyhead species, genus Sebastolobus ) that includes over 37,000 individual records collected on Fisheries and Oceans Canada’s (Pacific Region) groundfish research surveys. Sarcotaces sp. were found in all geographic areas covered by the surveys (the coastal waters of British Columbia), and at all depths fish were encountered. Infection rates in the various species ranged from 0% to 10%, and were highest for Pacific Ocean Perch (POP), Silvergray, Rougheye/Blackspotted Complex (REBS), Yellowmouth, and Yelloweye rockfishes. We found that Sarcotaces sp. infection shifted the length-at-maturity ogive, with infected individuals maturing at larger sizes—particularly for males, who exhibited a 22.3 mm increase (95% CrI [credible interval]: 5.5, 39.8) in length-at-maturity across species. For most species, this effect was greater in males than in females, and the effect was most pronounced in POP, Silvergray, and REBS rockfish. Moreover, we found that immature males were 2.5 times more likely to be infected than mature males (95% CrI: 1.3, 4.7) and immature females were 1.7 times more likely to be infected than mature females (95% CrI: 0.9, 3.0). While speculative, this is consistent with Sarcotaces sp. infection acting as a co-morbidity, possibly affecting fish health and the probability of perishing before reaching maturity. Body condition was largely unrelated to infection status; however, a slight increase (≈ 5%) in condition was associated with infection in REBS, Yelloweye, and Yellowmouth rockfishes. To our knowledge, this is the first large-scale report on Sarcotaces sp. infection within rockfishes and on rockfish life-history traits. Future work is needed to elucidate how infection influences other life-history traits and, importantly, whether these changes affect key stock assessment parameters and, ultimately, catch advice provided to fisheries managers.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".