PREVALENCE OF STAPHYLOCCUS AND AEROMONAS IN SOME SALTED DAIRY PRODUCTS
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
120 samples of pickled white soft cheese (domiata cheese) and Mish were collected from local markets in Port Said governorate, Egypt. Samples were analyzed for sodium chloride level, determination of Staph. Spp at 3% and 10% Na CL, isolation of Staphylococcus aureus at 3% and 10% NaCL and Determination of Aeromonas spp < /em>. at 3% and 10% NaCL. Results obtained revealed that the mean values of the sodium chloride percentage were 3.7 ± 0.13 % in pickled domiata cheese samples and 6.1+0.14 % in mish samples. Incidence of Staph. spp in Pickled domiata cheese was 85% at 3% NaCL and 71.6% at10% NaCL. while in mish samples was 93% at3% NaCL and 83.3% at 10%NaCL. Incidence of Aeromonas spp.at 3% NaCL was nil while at 10 % NaCL was 48.3% in pickled domiata cheese and in Mish 38.3% in. Incidence of A. hydrophila, A. caviea, A.trota and A.schubertii in Pickled domiata cheese were 25.7 %, 40%, 20% and 14.3%, respectively. While in Mish were 25%, 46.4%, 21.4% and 7.1% respectively.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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 it