Electrothermo Convective Instability With Inclined Temperature Gradient
Why this work is in the frame
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Bibliographic record
Abstract
The linear convective stability analysis of a poorly conducting liquid with inclined temperature gradient and under a vertical d. c. electric field is investigated. The liquid is placed between a parallel plate electrode system with the upper electrode heated. The eigenvalue problem is solved by the Chebyshev Tau-QZ method. Consideration is also given to the case when there is no horizontal flow and some interesting results are obtained. For inclined temperature gradient case, it is found that the onset of convection is governed by six parameters RV, RH, Re, Pr, Pe and Se. The effect of varying Re upon critical RV and RH is discussed and some considerations to the occurrence of transverse or longitudinal mode is pointed out.
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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