http://www.lifescienceglobal.com/journals/international-journal-of-biotechnology-for-wellness-industries/volume-4-number-3/86-abstract/ijbwi/1860-abstract-the-anti-microbial-properties-of-triticum-aestivum-wheat-grass-extract
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
Wheat grass, one of the members of Poaceae family, has been considered for very efficient therapeutic drugs. Current study was aimed at evaluation of antimicrobial properties of wheat grass extracts. The 7 th. , 14 th. , and 21 st. day wheat grass extracts of five different solvents (water, ethanol, methanol, ethyl acetate and hexane) were assayed for antimicrobial activity using turbidity tests. All these extracts showed antibacterial activity against seven food borne pathogens. Amongst them hexane extracts from 7 th day old wheat grass showed maximum antibacterial activity especially more against Yersinia enterocolitica and Listeria monocytogenes. The HPLC purified extract was observed to create pores on the cell wall of the bacterial cells as observed under Scanning Electron Microscope and also influenced flattening and shrinkage of bacterial cells indicating probable effect on the membrane of the pathogenic bacteria.
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.
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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.005 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| 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 it