Estudo de caso das mudanças fisiológicas e de desempenho de judocas do sexo feminino em preparaçäo para os Jogos Pan-Americanos
Bibliographic record
Abstract
Franchini, E., Matsushigue, K.A., Kiss, M.A.P.D.M., Sterkowicz, S., A case study of physiological and perfor- mance changes in female judo players preparing for the Pan-American Games. Rev. Bras. Cien. e Mov. 9 (2): 21- 27, 2001. This study evaluated the physiological and performance changes in high competitive level female Judo players in two moments of their final phase of preparation for the Winnipeg Pan-American Games (1999): 70 and 40 days before competition. Variables related to aerobic power and capacity, as well as anaerobic power and capacity which were evaluated under laboratory conditions presented little modifications. Only the peak blood lactate concentration after two upper body Wingate bouts presented a decrease. However, for the sport-specific tests, there was an improvement in the index postulated in the Special Judo Fitness Test and a higher decrease of blood lactate after fight.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".