Investigation of Indirect Electrostatic Discharge (ESD) for a Three-Body Problem
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Bibliographic record
Abstract
An experimental investigation of indirect electrostatic discharge events for an inline three-body geometry was undertaken. Using conducting cylinders of different sizes to model the test system's conductors, capacitance coefficients were measured, and body potential differences and electric fields were calculated for different geometries of the three floating conductors in close vicinity. The test geometry was chosen to model the approach of the charged human body to an electronic system, which has a neighboring floating conductor; this situation may arise in a manufacturing environment where faulty grounding exists. The parameters studied include body sizes, test geometry, and the relative magnitude and polarity of the charges on the three bodies. An analysis of both first and secondary discharge events is presented and interpreted using a series of charge sensitivity factors. Conditions to support secondary discharges are investigated as a two-body problem
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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