Genre and Capital in Avant-garde Electronica
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 article applies a genre level approach to the tangled discourse surrounding the points of convergence between avant-garde electronica and electroacoustic music. More specifically the article addresses related experimental practices in these distinct yet related fields of electronic music-making. The democratisation of music technology continues to expand into an increasingly diverse set of musical fields, destabilising established power dynamics. A flexible, structured approach to the analysis of these relationships facilitates the navigation of crumbling boundaries and shifting relationships. Contemporary electronic music’s overlapping networks encompass varying forms of capital, aesthetics, technology, ideology, tools and techniques. These areas offer interesting points of convergence. As the discourse surrounding electronic music expands, so must the vocabulary and conceptual models used to describe and discuss new areas of converging artistic practice. Genre level diagrams selectively collapse, expand and arrange artistic fields, facilitating concrete, coherent arguments and the examination of patterns and relationships. Through the genre level diagram’s establishment of distinct yet flexible boundaries, electronic music’s sprawling discourse can be cordoned off, expanded or contracted to suit structured analyses. In this way, this approach clarifies scope and facilitates simultaneous examination from a variety of perspectives.
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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 | 0.000 | 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 | 0.000 | 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