ANATOMICAL AND PHYSIOLOGICAL FACTORS IN ELITE FEMALE KAYAKERS
Bibliographic record
Abstract
Olympic-style kayak racing for women does not command the spectator appeal and media attention of events such as track and field, swimming, and gymnastics. Consequently, there have been a limited number of investigations designed to describe the anthropometric and physiological characteristics of these athletes. Much of the work that has been done has remained unpublished. National team coaches and trainers from such countries as Federal Republic of Germany, German Democratic Republic, Sweden, Hungary, Canada, and the United States have done assessments as part of evaluations but in general, these data are unavailable. The purposes of this paper are to: (a) review the anthropometric and physiological data available on female Olympic-style kayakers; (b) present some unpublished evaluation data on U.S. paddlers, and (c) discuss the implications for application of anthropometric and physiological evaluations in canoe sport.
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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 | 0.000 | 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 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".