AN APPROACH TO DESIGN A QUADRUPED WALKING MACHINE WITH A SINGLE ACTUATOR
Why this work is in the frame
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Bibliographic record
Abstract
This article presents a systematic approach to developing a quadruped walking machine with a single degree-of-freedom(DOF) and with statically stable locomotion. An existing path generator, based on design requirements and constraints, is selected and synthesized into a leg mechanism with a suitable foot path. The crank of the leg is then driven by a two-speed control apparatus to shift the moving speed of the foot point both in support phase and transfer phase. This variable speed control of the crank increases the value of duty factor and improves the stability of locomotion. A prototype walking machine with 8-link type legs is constructed and proved that this approach is feasible for designing various types of single-DOF legged vehicles.
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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