Rooting for the Clothes: The Materialization of Memory in Baseball’s Throwback Uniforms
Bibliographic record
Abstract
Excerpt At their essence, sports jerseys function as symbolic materializations that foster a constitutive identity and unity between fans, players, and cities or regions. When new teams are created, often the team logo and uniform are the first manifestations of the team’s identity. These designs are so important that many franchises consult with professional marketing firms on new designs intended to connect with new fans and maximize merchandizing streams.1 Furthermore, when teams acquire new players, the first act as a new member of the team often involves a ceremonial press conference that is opened by the new player donning the team’s jersey (a similar practice takes place during amateur drafts for new players). The jersey thus signifies both an identity and a membership while existing as a transformative object with its own magical provenance: the wearer, whether on the field or off, defers their individual identity for the sake of a team. As such, jerseys are constantly put in place as performance pieces, as when uniforms are raised to arena rafters to give enduring presence to their greatness, or when city statues are draped in team jerseys to unite the citizenry. These uniforms come to symbolize more than just a team; they can become transcendent icons that represent a city, even a country, and its enduring memories.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.014 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".