Parasites of Caribou (1): Brain Worm Infestation
Bibliographic record
Abstract
Brain worm is the common name for a disease of caribou that was first recognized in Central Newfoundland in the 1970's and has since been seen in other caribou herds including most recently the caribou of the Southern Avalon. Its more scientific name is Cerebrospinal Elaphostrongylosis (CSE) and is caused by the nematode Elaphostrongylus rangiferi. Infection can cause severe illness and death in affected animals and has a particularly strong impact on herds that have not been previously exposed to this parasite. As this is primarily a disease of caribou, there is no direct public health threat to humans. Moose can carry the worm and will sometimes develop signs of illness. In Scandinavia there are reports that sheep and goats that graze on contaminated pasture can become sick. There are however no such reports in Newfoundland from areas where both sheep and caribou graze.
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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 | 0.000 | 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".