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CULTURAL CODE IN THE FRAMEWORK OF THE OPENING CEREMONIES OF WORLD COMPLEX COMPETITIONS (ON THE EXAMPLE OF THE GAMES OF THE OLYMPIAD, THE OLYMPIC WINTER GAMES, THE WORLD SUMMER AND WINTER UNIVERSIADS)

2025· article· W4415738656 on OpenAlexaboutno aff
E.V. MANZYUK

Bibliographic record

VenueSCIENCE AND SPORT current trends · 2025
Typearticle
Language
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsnot available
Fundersnot available
KeywordsOlympiadCode (set theory)Selection (genetic algorithm)Period (music)

Abstract

fetched live from OpenAlex

The research purpose is to analyze the programs of Opening Ceremonies of world complex sports competitions based on the author's conceptual development of "cultural code in sport", its functions, types, categories (on the example of the Games of the XXIX Olympiad of 2008 in Beijing, the XXI Olympic Winter Games of 2010 in Vancouver, the XXVII World Summer Universiade of 2013 in Kazan, the XXVIII World Winter Universiade of 2017 in Almaty). Research methods and organization. To analyze the programs of the Opening Ceremonies of the ceremonies under consideration, the author's conceptual development of "cultural code in sport", as well as its functions, types and categories were used. A distinctive feature of this study is the selection of events for analysis, namely the Olympic Games (Beijing, China) and the Olympic Winter Games (Vancouver, Canada), the World Summer Universiade (Kazan, Russia) and the World Winter Universiade (Almaty, Kazakhstan), which took place not only in cities around the world, but also on different continents. This allowed conducting a comparative analysis taking into account cultural characteristics and context. Research results and their discussion. Analysis and systematization of the constituent components of the cultural code of the episodes of the artistic part in the program of the Opening Ceremonies of the Games of the XXIX Olympiad of 2008 in Beijing, the XXI Olympic Winter Games of 2010 in Vancouver, the XXVII World Summer Universiade of 2013 in Kazan, the XXVIII World Winter Universiade of 2017 in Almaty were conducted. The results are systematized and presented in tables. The analysis revealed common trends - the use of national symbols, an emphasis on history and values and a desire to reflect a multicultural society. At the same time, differences in the methods of representation were found, due to the cultural context and the goals set. Conclusion. This analysis allowed us to identify the peculiarities in the application of the cultural code in sport within the framework of the Opening Ceremonies under consideration. Despite certain differences in content, but the same features of the content of the cultural code itself, it can be considered as a model that can be used in various types of competitions, regardless of the level and scale, time of year, age and number of participants.

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.

How this classification was reachedexpand

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)0.004
metaresearch head score (Gemma)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.268
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.007
Science and technology studies0.0030.019
Scholarly communication0.0000.000
Open science0.0040.001
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 head0.062
GPT teacher head0.336
Teacher spread0.274 · 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

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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