Parasites of the Carolina Bay Lake-Endemic<i>Fundulus waccamensis</i>(Waccamaw Killifish)
Bibliographic record
Abstract
Lake Waccamaw, NC, is an unusual Carolina bay home to endemic and rare species. Parasites of the lake-endemic Fundulus waccamensis (Waccamaw Killifish) have not been described previously. In 2011, we collected Waccamaw Killifish (n = 101) by seining and dip netting from 3 sites over 3 seasons (spring, summer, and fall) to investigate the identity, prevalence, and intensity of the parasite-component community. We found 13 taxa of parasites, all of which were new host records, and total prevalence of parasitism = 95%. Infected hosts contained 2.3 ± 1.0 (mean ± SD) parasite species, with the component community composed of 6 ecto- and 7 endoparasites. The most prevalent (70.3%) and highest mean intensity (17.3 metacercariae per host) infections were associated with the generalist trematode Posthodiplostomum minimum.
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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) | 0.000 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".