A Review of Striking Force in Full-Contact Combat Sport Athletes: Effects of Different Types of Strength and Conditioning Training and Practical Recommendations
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
ABSTRACT To succeed in full contact combat sports like mixed martial arts, tae kwon do, and boxing, athletes must deliver a greater number of damaging strikes than they receive. Producing knockdowns, rendering unconsciousness, and scoring points can be accomplished through the application of high magnitudes of striking forces. There is evidence that striking forces can be enhanced through either nonspecific or specific strength and conditioning methods or a combination thereof. To better assist practitioners working with combat sport athletes, this article reviews current empirical evidence on how combat sport athletes respond to different methods of resistance training and offers practical recommendations for implementing nonspecific and specific exercises.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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 | 0.001 |
| 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