Are workers musicians? Kesha Sebert, Johanna Wagner and the gendered commodification of star singers, 1853–2014
Bibliographic record
Abstract
Abstract The legal history of pop singer-songwriter Kesha Sebert has brought to light serious problems of gender and power in the US recording industry: it remains male dominated to its core. These contemporary problems have specific historical origins. Contextualising the 2008–2014 lawsuit between two rival producers over the exclusive right to Kesha's labour power suggests that elements of Victorian gender relations and class war were baked into the doctrine on which that 21st century case turned. Drawing empirically on court documents, and analytically on perspectives from history and sociology as well as feminist legal scholarship, this paper explains the persistent vitality of a ‘gendered erotic triangle’ in music production. By contextualising Kesha's gendered legal triangulation, and analysing a seemingly technical quibble about the interpretation of a statute of (temporal) limitation, this paper frames the commodification of singers’ labour power as central to a gendered project of class domination.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.011 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".