Symbiotic arthropods from the house sparrow (<i>Passer domesticus</i>, Aves: Passeridae) from two locations in Alberta, Canada
Bibliographic record
Abstract
Abstract House sparrows (Passer domesticus(Linnaeus), Aves: Passeridae) were introduced into eastern North America in the mid 1800s and have been expanding their range since then. We collected sparrows from two sites in Alberta, Canada (Edmonton: 58 birds; Onefour: 13 birds), and compared symbiont richness and prevalence between them and between Alberta and two states in the United States of America. We found 17 species of symbionts: 13 mites, three insects, and one trematode. Richness of symbionts in Alberta was very similar to that in the United States of America sites. The most striking difference was absence of the feather miteProctophyllodes troncatusRobin (Acari: Proctophyllodidae) on sampled hosts in Alberta.
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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 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| 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".