The Study on Activity of Bee Venom Phospholipase A2 from Apis mellifera caucasia L in Honey Bees
Bibliographic record
Abstract
This study investigates of phospholipase A2 activity in venom extracts from honey bees (Apis mellifera caucasica l) from different regions of Azerbaijan (on apiaries of surrounding area of Baku, Sumgait, Sheki, Balaken, Zagatala, Shamakhi). Collection of venom carried out in the spring, summer, autumn. The PLA2s activity in the venom was determined the titration method. The lowest phospholipase A2 activity was found in venom collected in suburb of Baku (134, 7 IU/mg), and highest in Zaqatala (183, 7 IU/mg). Phospholipase A2 activity was obtained in venom with respect to season of the year. The highest mean activity of phospholipase A2 in venom was found in summer season, the lowest activity is during autumn in all regions. The results of experimental data can be used for determining the biological activity of identification and standardization of honey bee venom.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 source (direct Gemma or distilled Codex), 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".