Bibliographic record
Abstract
FROM BABE RUTH TO MICHAEL JORDAN: AFFIRMING THE AMERICAN DREAM VIA THE SPORTS /FILM STAR Its drama, its personalities and its worldwide appealmeans sport is the new Hollywood- Bell and Campbell (1999: 22) Celebrity is a crucial aspect of contemporary culture and one to which both sport and film make a substantial contribution. In film, the 'star image' that has developed around individual actors is a multifaceted, complicated and sometimes contradictory phenomenon composed of the roles they have played, their carefully orchestrated public appearances and the depictions of the creation of a star's image, as well as the actual individual around whom this image has evolved. However, arguably what is most significant about individual stars is the manner through which they express facets of living in today's society, including the nature of labour in the capitalist world (Dyer, 1986: 7-8). Stars are particularly important in...
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How this classification was reachedexpand
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".