THE STUDY OF PHYTOCHEMICAL CHANGES IN FENUGREEK LEAVES OF TWO DIFFERENT SELECTED AREAS OF GUJARAT
Why this work is in the frame
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Bibliographic record
Abstract
Like the majority of plants, fenugreek has a number of secondary metabolites that have significant promise. This paper’s objective is to assess the changes in phytochemicals of Unjha and Adalaj area of Gujarat using standard methods for phytochemical screening and quantitative analysis like TPC, TTC. Tannin, phenol, carbohydrates and diterpens are presented in the phytochemical screening of the both study area’s methanolic leaves extract. Unjha area’s leaf sample shows the more TPC and TTC. Thin layer chromatography for both the study area’s leaf sample was also evaluated.
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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 | 0.001 |
| 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 | 0.000 |
| 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