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Record W2120131467 · doi:10.1177/2167479512467327

Reflections on Communication and Sport

2012· article· en· W2120131467 on OpenAlexaff
Helen Jefferson Lenskyj

Bibliographic record

VenueCommunication & Sport · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsHeterosexismNexus (standard)Human sexualityGender studiesContext (archaeology)PerceptionSociologyPsychologySocial psychologyHomosexualityHistoryEngineering

Abstract

fetched live from OpenAlex

In this essay, Helen Jefferson Lenskyj reflects on how heternormativity and gender identities have been characterized in sport media for more than a century. In light of these issues, Lenskyj reflects on why communication about sport may have particular importance in fueling heternormativity and a climate of homophobia. In reflecting on her journey as a scholar focused on the nexus of sport, gender, and media, Lenskyj notes that researchers have identified homophobia more readily than heterosexism, and lesbians’ experiences have been investigated in greater depth than those of gay men. The body of this essay focuses on trends in research, comments on the common perception that in sport “all the men are straight and all the women are gay,” considers heternormativity as social control, and assesses the potential of “the new muscular woman and the new metrosexual man” in the context of mediated sport. The conclusion focuses on more progressive trends in media treatment of sexuality issues in sport and considers both the standpoint and the key questions for future research.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.015
Threshold uncertainty score0.051

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.010
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0140.026
Scholarly communication0.0130.015
Open science0.0020.007
Research integrity0.0140.014
Insufficient payload (model declined to judge)0.0150.002

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 head0.113
GPT teacher head0.409
Teacher spread0.296 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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

Citations57
Published2012
Admission routes1
Has abstractyes

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