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Record W4383068785 · doi:10.1177/21674795231185061

Are They Really Chinese? Examining Chinese Audiences’ Emotions and Perceptions Toward Naturalized Athletes at the 2022 Winter Olympics

2023· article· en· W4383068785 on OpenAlex

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

VenueCommunication & Sport · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsBrock University
Fundersnot available
KeywordsAthletesChinaNaturalizationBeijingNationalityPolitical scienceGovernment (linguistics)PerceptionPsychologySociologyCitizenshipImmigrationLawPolitics

Abstract

fetched live from OpenAlex

As sport has become more globalized, there has been an increase in the number of athletes who have changed their nationality to maximize their chances to compete in international competitions. In order to maximize its chances at its home hosted Winter Olympic Games, the Chinese government authorized many foreign-born athletes to gain Chinese citizenship to compete for China. The purpose of the study was to explore how Chinese social media users perceived athlete naturalization of Chinese athletes during the 2022 Beijing Olympic Games. Through sentiment analysis and thematic analysis, results found that Chinese spectators generally had positive emotions toward these naturalized Olympians. Online discussions mainly focused on three topics: expressing their attitudes toward athlete naturalization, questioning the legitimacy of the strategy, and discussing athletes’ heritage and cultural identities. This research hopes to broaden our understanding of the sport migrant issue in China, the perceptions of athletes who have naturalized, and the sentiments that Chinese consumers have of naturalized athletes at the Winter Olympic Games that were held in their country.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.106
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.052
GPT teacher head0.344
Teacher spread0.292 · 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