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INFLUENCE OF ENVIRONMENTAL FACTORS ON PEDAGOGICAL ASPECTS OF THE ACTIVE LIFEOF HIGHLY QUALIFIED ATHLETES

2025· article· W4417483542 on OpenAlex
M. M. Krutalevich, A. M. Shakhlay, A. KOTLOVSKY

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueHerald of Polotsk State University Series E Pedagogical sciences · 2025
Typearticle
Language
FieldHealth Professions
TopicPhysical Education and Training Studies
Canadian institutionsMinistry of Tourism, Sport and the Arts
Fundersnot available
KeywordsAthletesMartial artsTraining (meteorology)Natural (archaeology)QuestionnaireOrder (exchange)

Abstract

fetched live from OpenAlex

The influence of environmental factors on physical education and sports has not lost its relevance. In order for the educational and training process to be carried out taking into account the real natural situation, we studied the opinion of highly qualified athletes on the influence of the surrounding natural environment on the effectiveness of their activities in the educational and training, pre-competition and competitive periods, analyzed and summarized information on the identified problem in existing literary sources. The questionnaire we developed with questions that have an ecologically oriented focus was offered to highly qualified athletes to study their opinion. The results of the questionnaire survey of members of the national teams of the Republic of Belarus in martial arts on their attitude to environmental factors at various stages of sports training revealed that the most favorable for the respondents are educational and training sessions in suburban sports complexes compared to city ones. The effectiveness of natural factors affecting highly qualified athletes during the period of active physical training has been established. It has been revealed that a favorable ecological environment contributes to the achievement of high sports results and is a prerequisite for the successful activity of athletes.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.644
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.007
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.152
GPT teacher head0.405
Teacher spread0.254 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it