Change Essence of Figure Skating's Single Skating Rule——Comparing Plushenko with Lysacek in single skating result in 2010 Winter Olympics
Bibliographic record
Abstract
In the men single figure skating competition of Vancouver 2010 Winter Olympics,with Lysacek thrashing Plushenko by lower technique difficulty,the change of figure skating rule deeply aroused various opinions from many countries again.With the methods of documentary information and video observation,the paper has an analysis on the competitive results and video and discusses the technique,program and performance of the gold and silver medallists in men single figure skating competition in 2010 Winter Olympics and further quests the change essence and trend of figure skating rule.It thinks that the new judgement system has advanced the development of turns and steps technique but the development of jumps technique since 2004.It indicates that the rule will be changed again after 2010 for encouraging the development of jumps technique difficulty.The rule change is under the sports development of figure skating and further accelerates the development and is propitious to the development.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".