Phytochemical Screening And Estimation Of Total Phenolics And Total Flavonoid Content Of Lagenaria Siceraria Fruit
Bibliographic record
Abstract
Lagenaria siceraria (Molina) Standley (Family: Cucurbitaceae) is commonly known as Bottle gourd, an excellent fruit in the nature having a composition of all the essential constituents that are required for normal and good health of humans. The aim of present study was to investigate the phyto-constituents present within the various extract of Lagenaria siceraria fruit and to estimate the total phenolic and total flavonoid contents. The amount of total phenols, were analyzed using a spectrophotometric technique, based on Folin-ciocalteau reagent. Gallic acid was used as standard compound and the total phenols were expressed as mg/g gallic acid equivalents (Standard curve equation: y = 0.009x + 0.0092 R² = 0.9982).The Rutin was used as standard compound and the total flavonoids were expressed as mg/g rutin equivalents (Standard curve equation:y = 0.0061x + 0.0085R² = 0.9986.
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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 | 0.002 | 0.001 |
| 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 | 0.001 |
| 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 teacher head, 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".