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Record W4390673222 · doi:10.1177/21674795231223396

Alternative Media in Alternative Sport: Platforming Working Conditions in Professional Skateboarding

2024· article· en· W4390673222 on OpenAlexaff
L. Dugan Nichols

Bibliographic record

VenueCommunication & Sport · 2024
Typearticle
Languageen
FieldPsychology
TopicAdventure Sports and Sensation Seeking
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsMainstreamForegroundingSubculture (biology)SociologyHegemonyMedia studiesAlternative mediaIdeologyWorking classPoliticsGender studiesPolitical scienceLawArtLiterature

Abstract

fetched live from OpenAlex

Alternative media enable marginalized people to voice their experiences, challenge dominant ideologies, and circumvent mainstream gatekeepers. Podcasts are an alternative medium that can be counterhegemonic, foregrounding such issues as antiracism, Indigeneity, LGBTQ rights, socialism, and workers’ perspectives. This article expands on alternative-media research by transporting it to the skateboarding subculture. I first depict the skateboard outlets Thrasher Magazine (1981) and The Berrics (2007) website as hegemonic and mainstream. By contrast, I depict podcasts The Bunt (2016) and Vent City (2019) as counterhegemonic and alternative. I then ask: To what degree do skate podcasts acknowledge professional skateboarders as workers? And: Do such shows allow skaters to express grievances with their industry? A discourse analysis of Thrasher and The Berrics demonstrates that they often mystify freelance work, class, and skaters’ working conditions. An analysis of The Bunt and Vent City suggests that podcasts offer unique and radical perspectives, though attention to working conditions is uneven. I find there may be too much overlap between the case studies for an alternative/mainstream distinction to be meaningful. Political currents within skateboarding are still promising, however, and digital media will be essential in making the subculture and industry more inclusive.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.011
Scholarly communication0.0110.006
Open science0.0010.008
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0090.001

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 head0.053
GPT teacher head0.371
Teacher spread0.318 · 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 designQualitative
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

Citations3
Published2024
Admission routes1
Has abstractyes

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