Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Field and history observations show that platforms can be used in maritime disputes by military forces and navigation, then it may be possible the explosion around them.In order to achieve the goal a case sample from offshore platforms in the Persian Gulf region was studied under variety of explosive conditions.Thefore, the main object of the present study is simulation of fixed based offshore platforms bahaviour against underwater explosions and possible subsequent events.Invasion scenario was defined by putting naval mines containing TNT of mass 50 and 100 kg at a distance of 10 meters near to the platform.Waves uploading caused by underwater explosions was applied at a certain depth in accordance with the Hunter and Gyrlz's oscillating bubbles model.The effect of water inertia around the base of the platform has been considered by added mass method.Platform structure was modeled by finite element method in abaqus software.In summary it can be said that local destruction was more observed in the near field position.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.992 | 0.983 |
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