DEVELOPMENT AND VALIDATION OF HPTLC METHOD FOR THE DETERMINATION OF ANDROGRAPHOLIDE FROM ANDROGRAPHIS PANICULATA (WHOLE PLANT)
Why this work is in the frame
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Bibliographic record
Abstract
A simple, rapid, selective and quantitative HPTLC method has been developed for determination of Andrographolide in different samples of Andrographis paniculata (Whole Plant). The alcoholic extract of Andrographis paniculata (Whole Plant) samples were applied on TLC Aluminium plate pre coated with Silica gel60 GF254 and developed using Toluene : Ethyl acetate : Formic acid (5:4.5:0.5) v/v as a mobile phase. The plate was sprayed (derivatized) with Anisaldehyde‐ Sulphuric Acid reagent followed by heating at 1100C for 10 minutes and detection and quantification were carried out densitometrically using an UV detector at wavelength of 235 nm. Content of marker compound in the samples were found similar.
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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 | 0.000 | 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) | 0.000 | 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