Bibliographic record
Abstract
Yeasts isolated from local dairy products were tested for their probiotic potential.The yeasts were exposed to different environmental conditions which are normally found to be in human gastrointestinal tract and were allowed to utilize different sugars so that they can be identified on the basis of biochemical characteristics.Yeasts were identified as belonging to genera Kluyveromyces, Saccharomyces and Schwanniomyces on basis of their ability to ferment sugars, assimilate carbon compounds and growth pattern in different conditions.Two of these yeasts were also identified using molecular methods.Among yeasts isolated, yeast belonging to Klyuveromyces sp.displayed excellent probiotic potential as compared to Saccharomyces sp. and Schwanniomyces sp.Probiotic properties that were studied and found appropriate for yeasts from Kluyveromyces sp.include bile tolerance, acid tolerance, cell surface hydrophobicity and certain other characteristics.All the characteristics of yeasts related to probiotic potential were also compared to yeast Saccharomyces boulardii which is utilized as probiotic supplement nowadays.
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 | 0.000 | 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) | 0.987 | 0.953 |
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; both teacher heads agree on what is shown here.
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".