Antibacterial Activity of the Crude Extract of a Gastropod <i>Cellana radiata</i> (Born, 1778) from the Visakhapatnam Coast, Andhra Pradesh, India
Why this work is in the frame
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Bibliographic record
Abstract
The present study was carried out to evaluate the antibacterial activity of crude extracts of Cellana radiata collected from Visakhapatnam coast, Andhra Pradesh. The whole animal extracts from methanol and ethyl acetate were obtained by both dry and wet methods and tested for their activity against three pathogenic bacteria i.e . Escherichia coli , Staphylococcus aureus and Vibrio harveyi . The extracts obtained from methanol (wet), ethyl acetate (dry) and ethyl acetate (wet) showed inhibition zones of 12 mm, 13 mm and 18 mm respectively against V. harveyi .
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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 | 0.005 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.005 | 0.003 |
| Research integrity | 0.000 | 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