Determination of Chlorogenic Acid In Narcissus
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Objective:Determination of narcissus flower,leaves and roots of chlorogenic acid.Methods:Uses 70% ethyl alcohol supersonic extraction sample 3 times,Determines its content with the UV spectrophotometry.Results Had determined the chlorogenic acid maximum absorption wavelength is 331nm,Make the standard curve by the chlorogenic acid Absorbance and concentration,Regression equation: y = 52.103x +0.0047,R2=0.9994;Determination of narcissus flower,leaves and roots of chlorogenic acid content of2.70%、0.90%and0.35%,Canadian recovery was 99.89%.RSD is 0.16%.Conclusion:The method operation is simple,result is accurate and reliable,and the stability is good.
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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