Everyday Fandom: Fan Clubs, Blogging, and the Quotidian Rhythms of the Internet
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.
Bibliographic record
Abstract
With the rise of the Internet, fans have engaged in a variety of online discussions related to their interests: newsgroups in the “alt.music” and “alt.fan” categories are full of groups devoted to specific music genres and individual stars. But what is of interest in this context is the transformation of those other, more-or-less organized, “official” fan clubs, where the tensions between fandom and organized consumption are most evident. In this regard, online fan clubs have taken on a new dynamic: marked by the appearance of a more direct form of dialogue between artist and fans and a more regular, even daily, ability to connect both artists with fans and fans with one another, fan clubs are now regarded as a new kind of “community” by some and a new source of revenue by others. This paper discusses how Internet fan clubs have become an important mediating factor in relationships between fans and artists, and between fans themselves.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it