The Effects of Front and Rear Tires Characteristics on the Snaking Behavior of Articulated Steer Vehicles
Why this work is in the frame
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Bibliographic record
Abstract
A virtual prototype of a real vehicle is used to study the effects of front and rear tires characteristics on the snaking mode of articulated steer vehicles. By using this prototype, the tire slip angles, forces and moments and articulation angle are simulated and reviewed. Then, the effects of some changes in the front and rear tires characteristics, more specifically, the cornering stiffness on the snaking mode are studied. Based on these studies, a decrease in the cornering stiffness of the rear tires can be used to reduce the snaking oscillations. The reduction in the cornering stiffness of the rear tires can be achieved by making some changes in the tire properties, such as use of the narrower tires.
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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