Feminist Aesthetics and Copyright Law: Genius, Value, and Gendered Visions of the Creative Self
Bibliographic record
Abstract
Copyright law is fundamentally concerned with the value of cultural works — both the recognition and the creation of this value. Yet it is seldom acknowledged that copyright law makes or requires any value judgment in the sense of an aesthetic evaluation of copyright’s subject matter. Indeed, it is often emphasized that copyright protects original works of authorship regardless of their quality or merit. That copyright protection demands the satisfaction of only the most minimal of qualitative standards does not, however, dispose of the larger claim that forms the basis of this chapter: our copyright system is dominated by a particular aesthetic theory or idea. Any attempt to justify the rights established by the copyright system over artistic works must presuppose an aesthetic theory of sorts in order to explain what is protected and why (as well as what is not protected or permitted, and why not). While not based on the quality of copyright’s subject matter, these explanatory efforts will point to its nature as original literary or artistic expression, which thus deserves or requires some form of legally recognized reward. We simply cannot justify the copyright system without ascribing some value to the particular expressive works in which it vests, and the creative acts and actors that it privileges. Seen in this light, it can hardly be claimed that copyright law is aesthetically agnostic. In this chapter, my goal is to uncover, in copyright’s most basic patterns, the hidden aesthetics of copyright law as viewed from a critical feminist perspective. My suggestion is that conceptions of aesthetic value and its production are stitched into the very fabric of copyright law, defining its contours and determining the purposes it serves — and what is more, these conceptions of aesthetic value are fundamentally gendered.
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 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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.006 | 0.066 |
| Scholarly communication | 0.011 | 0.010 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".