MétaCan
Menu
Back to cohort
Record W3165317963

Football and popular culture: singing out from the stands

2021· book· en· W3165317963 on OpenAlex
Stephen R. Millar, Martin J. Power, Paul Widdop, Daniel Parnell, James Carr

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRoutledge eBooks · 2021
Typebook
Languageen
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsnot available
Fundersnot available
KeywordsFandomFootballPopular cultureNationalismMedia studiesSociologyCultural studiesIdentity (music)Gender studiesPolitical scienceArtAestheticsAnthropologyLaw
DOInot available

Abstract

fetched live from OpenAlex

Football is ubiquitous and a permanent fixture of modern life. More than a sport, it frequently manifests in broader popular culture. This book examines the significance of football for, and in, popular culture across a wide range of forms, including music, film, and social media. Football and Popular Culture plots a new path in Football Studies, drawing on original research in countries including England, Brazil, Germany, Canada, and Yugoslavia. The book includes both historical and contemporary perspectives, exploring some of the most important themes in the study of sport and culture, including identity, nationalism, fandom, and protest. It presents diverse case studies ranging from sonic violence among Brazilian torcidas organizadas to fanled commemoration of the Munich air disaster, which together help us to better understand the intersection of sport, society, and popular culture. This is fascinating reading for any student or researcher working in sport studies, cultural studies, media studies, sociology, or contemporary history.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.715
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.038
GPT teacher head0.285
Teacher spread0.247 · 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