Microbiological evaluation of poultry house wall materials and industrial cleaning agents
Bibliographic record
Abstract
Proper cleaning of commercial poultry production units, particularly after the removal of litter, is essential for a successful biosecurity program. The effectiveness of a cleaning regimen depends on numerous variables, such as organic load, building design, and wall and floor materials. The objective of this project was to compare the efficacy of industrial cleaning agents used in food-processing establishments with one commonly used on farm, and to determine if the type of wall material influenced the effectiveness of these products. Iodine, a disinfectant traditionally used in broiler housing, was compared with 2 cleaning agents commonly used in food-processing areas. Each cleaner was applied to 3 types of building material (plywood, metal, and plastic), which had been placed in commercial broiler pens to achieve an organic load. Plywood maintained a higher bacterial load after cleaning than other building material types. Additionally, iodine was not as effective as either the foam or gel cleaner commonly used in food-processing establishments. This information will be useful in developing good sanitization protocols for commercial poultry production.
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 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 | 0.008 | 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".