Structural, Thermal and Electrical Properties of Modified Borate-Based Glass
Bibliographic record
Abstract
Borate glasses are of interest for many electronic applications like electronic packages and in vacuum systems as sealing glass.The aim of this work is to study the effect of Pb2O3 and SiO2 additives on the structural and characteristics of borate glass.Binary borate glass of BaO.B2O3 was synthesized by melt-quenching technique.The additives were introduced to the glass by substitution with BaO and B2O3.Two Batches of six recipes were prepared.All the synthesized glasses were transparent.The glass transition temperature (Tg) has varied according to the chemical composition.Recipe G3 exhibits the lowest Tg around 440℃, while G2 and G4 show high thermal stability.Coexisting of Pb 2+ and Si 4+ led to high dielectric constant for glass G5 and G6.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".