Effect of aeration parameter on inner thrust of underwater two-phases ramjet
Bibliographic record
Abstract
The underwater two-phases ramjet is one kind of new style jets which are based on the development of two phases bubbly flow throughout Laval nozzle. The working mechanism of ramjet was studied numerically by using CFD commercial software FLUENT 6.2. The steady flow, non-compressible air and non-exchanging heat were concerned. When the aeration speed is supersonic and keeping the velocity of ship and the aeration angle is steady, the inner thrust of the ramjet increases as the aeration speed increases. The inner thrust fluctuates in a wide range when the aeration speed increases to certain high level. When the pure air is aerated, the temperature of the air almost doesn't have effect on the inner thrust. When the gas aerated is composed of air and vapour, and the volume flux of the gas remains invariable, the increase of gas humidity will cause a drop of the inner thrust of the underwater two-phases ramjet.
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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) | 0.000 | 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 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".