Experimental study on structural responses of fibre glass plates under lateral moving
Why this work is in the frame
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Bibliographic record
Abstract
Experiments and numerical simulations of moving (sliding) loads on steel grillage structures have demonstrated a significant difference in plastic capacity when subject to moving loads versus stationary loads. If a moving load induces plastic deformation, a grillage structure’s plastic capacity can be dramatically less; even if the load is otherwise tolerable as a stationary load. For fibre reinforced plastic materials, which are commonly used in lifeboat hulls, any effects due to moving (sliding) loads are widely unknown. This paper presents selected results from laboratory moving (sliding) load tests on fibre glass plates using a moving load apparatus. The results identify an increase of damaged plies due to the effects of moving loads at high deformations, compared to similar stationary loads. It was further observed that moving loads can lead to a fracture of the hull at lower forces or deflections in comparison with stationary loads.
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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