Evaluation of RTV silicone rubber insulator coatings in a salt-fog chamber
Bibliographic record
Abstract
Room-temperature vulcanizing (RTV) silicone rubber insulator coatings were evaluated in a salt-fog chamber. Leakage current was measured to evaluate the coatings. The water path formed on the RTV coated surface probably reorients the hydrophobic groups away from surface. The reorientation of hydrophobic groups increases the wettability of the RTV coated surface. The development of leakage current is strongly dependent on the intensity of water droplets supplied to the surface. Dry band arcing increases due to increased wettability, further accelerating the loss of hydrophobicity of the coatings. After the surface is completely wetted (during 25 h of salt-fog testing), with the nozzles on one side only, the effect of varying the water flow rate on increasing the leakage current is greater than that of varying the air pressure. With the nozzles on both sides, the effect of varying the air pressure is greater than that of varying water flow rate.>
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".