A study on effect of medium conductivity on its electric strength under different source conditions in nanosecond regimes
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Bibliographic record
Abstract
Applications of pulsed electric fields (PEF) are dependent on the output pulse shape and pulse parameters. Both the design of the supply and the sample being tested can influence the pulse shape and its parameters. In this paper the output pulses of two pulsed power supplies, one using a thyratron switch and the other a MOSFET, are examined. The load used in the experiments consists of two circular coaxial electrodes separated by conductive water. The water conductivity is changed from 2.2 /spl times/ 10/sup -4/ S/m to 5000 /spl times/ 10/sup -4/ S/m and the effect on the output pulse amplitude, rise-time and fall-time are investigated and explained.
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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