An acute bout of whole‐body vibration on skeleton start and 30‐m sprint performance
Bibliographic record
Abstract
Abstract Maximal 30‐m upright sprinting and bent over, skeleton push performance were examined in five female national team skeleton athletes before and 10 min after an acute bout of whole‐body vibration or no vibration. The whole‐body vibration was applied at a frequency of 45 Hz with 4‐mm displacement for 3×1‐min treatments separated by 1 min. All changes in 30‐m sprint and skeleton push times before and after whole‐body vibration were small or trivial and within the tests’ typical variation (∼3.7% for the skeleton push and ∼3.2% for the upright sprint). Athletes were able to achieve 75–79% of their 30‐m upright sprinting velocities when pushing a skeleton sled. These results question the effectiveness of whole‐body vibration as an ergogenic aid immediately before performing a maximal upright sprint or skeleton push following a comprehensive warm‐up.
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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 | 0.003 | 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 | 0.001 |
| 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".