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Record W4285370795 · doi:10.1386/jfs_00041_1

‘My whole world shifted’: Identity and transformation in becoming-a-fan narratives

2021· article· en· W4285370795 on OpenAlexaff
Kathleen Ann Riddell

Bibliographic record

VenueThe Journal of Fandom Studies · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicMusic History and Culture
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsNarrativeFandomIdentity (music)SociologyObject (grammar)Transition (genetics)Media studiesAestheticsArtComputer scienceLiteratureArtificial intelligence

Abstract

fetched live from OpenAlex

Based on a multi-site ethnography and participant interviews with fans of The Beatles (primarily John Lennon) and Johnny Cash, this article discusses transformational accounts of becoming-a-fan narratives. Fan interviews took place during two intervals: in the fall of 2013 and winter 2014, and in winter and spring 2019. A primary focus is Sandvoss’s conception of the ‘extension of the self’ concerning the object of a fan’s devotion. Extensions of the self operate to reaffirm the fan’s sense of self and inform identification with the celebrity. To clarify this concept, this article considers ‘becoming-a-fan’ narratives as a way to illustrate how the self works in the lives of fans and how a turn towards fan identity helps to refocus a previous emphasis on becoming-a-fan as similar to religious conversion. I argue fans of The Beatles and Cash relate to one or more values embedded in the celebrity and, in combination with socialization to the fan object, transition to a fan identity. Harrington and Bielby’s notion of texistence helps to explain what maintains this identity over the life course. In conclusion, I consider whether this new-found identity reveals an important dynamic about the way people transition to fandom.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.329
Threshold uncertainty score0.999

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 studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.082
GPT teacher head0.299
Teacher spread0.217 · 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 teacher head, 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

Citations2
Published2021
Admission routes1
Has abstractyes

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