Ectoparasitism of rodent hosts in Algonquin Provincial Park, Ontario, Canada: Infestation patterns, host glucocorticoids, and species co-occurrence
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Examining multiple parasite taxa across host species presents an opportunity to assess the \nbiology of host-parasite systems. This study investigated: 1) factors associated with ectoparasite \nprevalence on deer mice (Peromyscus maniculatus), southern red-backed voles (Myodes \ngapperi) and woodland jumping mice (Napaeozapus insignus); 2) relationship between \nectoparasites and glucocorticoid levels of deer mice, and; 3) whether ectoparasites of deer mice \nand North American red squirrels (Tamiasciurus hudsonicus) form structured assemblages. I \nexamined data from fleas, mites, and botflies on these hosts in Algonquin Provincial Park, \nOntario, Canada. Ectoparasite prevalence varied with host traits and date. Ectoparasites had no \nrelationship with deer mouse glucocorticoid production. Lastly, ectoparasites of deer mice, but \nnot red squirrels, had exhibited non-random co-occurrence patterns. Parasites play an important \nrole in population regulation and thus, these findings provide a better understanding on the effect \nof ectoparasites on their hosts, on each other, and consequently on their ecosystem.
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.
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 it