Study on the Electricity Characteristic Research of Postharvest Starkrimson
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
In this paper,the relation between 5 electrical parameters(complex impedance Z,Paiallel equivalent resistance Rp,parallel equivalent capacitance Cp,the parallel equivalent inductance(Lp) and conductivity(G)and 4 quality indexes(degree of hardness,the soluble soundness,the effective acid content and ethylene production rate) were studied comprehensively of different frequencies.The characteristic frequency and the sensitive electrical parameters in nondestructive inspection was finded.The results showeel that the 39.8 kHz was the characteristic frequency for detecting electrical parameters of persimmon fruit on shelf-life.Z,Rs and Cp could be used as the sensitive electrical parameters that indicate mature and senescence of postharvest starkrimson fruit.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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