Bibliographic record
Abstract
The foxes represent a reservoir of zoonotic infections therefore it is important to be familiar with an occurrence of possible diseases. Arctic fox (Vulpes lagopus) faeces were collected between 2003 and 2011 from various locations on Bylot Island, Canada. These samples were consequently treated with microscopic and molecular methods to prove the presence of microsporidia, cryptosporidia and giardia. The presence of a specific DNA of Cryptosporidium was detected in two samples and specific DNA of Microsporidia was detected in 34 samples for genus Encephalitozoon and in five samples for genus Enterocytozoon. None of the animals showed any symptoms of a diarrhoea. Subsequent analyses showed the presence of the Cryptosporidium canis fox genotype, Encephalitozoon cuniculi II and III genotypes and Encephalitozoon hellem genotype 1A. None of the examined faeces samples were positive for the presence of specific G. intestinalis DNA. Results of the thesis show that Artic foxes are mainly infected by microsporidia of the genus Encephalitozoon, while the occurrence of other observed parasites was rare.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.011 | 0.003 |
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".