Bibliographic record
Abstract
Coccidiosis – caused by parasites of the genus Eimeria – is an infection known to damage poultry. Eimeria spp. follow a typical coccidian lifestyle consisting of an endogenous asexual and sexual phase and an exogenous infectious phase. Eimeria spp. infections are self-limiting because the number of asexual, pathogenic, cycles is genetically pre-determined. However, the infection may be chronic because of oocyst cycling in feces. Coccidiosis is a burden on the poultry industry and many preventive anticoccidial drugs have been created; however, a major limit is emerging drug resistance. Live vaccination is another method of coccidiosis prevention where protective immunity is developed by a dose of non-attenuated Eimeria spp. that is then cycled in the feces to produce protective immunity. The cycling of the controlled infection with live vaccination of replacement laying hens is influenced by commercial caging techniques. This review provides an overview of coccidiosis caused by Eimeria species infecting domestic fowl and the nature of coccidial infections in commercial poultry houses.
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 | 0.000 | 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) | 0.001 | 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".