Character culture : the cultural bargain between ownership and appropriation
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
This thesis is about the cultural bargain; the balancing relationship between author monopoly and user affect desires, as applying to the ambiguity of characters. Character culture is a hybrid of the characters that are created and sold by authors with artistic and legal concerns, and the character-affect-relationship of the audience users of those characters. This study examines the law and industry practices in the United States and Canada as it relates to character and the limited scope of the law in defining just what exactly a character is. Also, I examine the major issues in the cultural bargain between the ownership of characters of authors, and the appropriation of characters by audiences, through the dominate arguments for both authors and audiences and the issue of privileged accessibility to characters. By "appropriate", I am referring to any act of an audience member, utilizing a character they do not own, in new ways, that the original author of the character did not give permission for, or approve. Finally, I present my analysis of how the cultural bargain may experience a balance between both authors and audience, by defining characters using the audience affect interpretation as criteria.
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 | 0.001 | 0.000 |
| 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