Animating the Kinetic Trace: Kate Bush, Hatsune Miku, and Posthuman Dance
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
Abstract This project emerges from a recent research-creation project involving MikuMikuDance (MMD), a freeware animation program where 3D models can be maneuvered, posed and choreographed into various dance sequences through the use of motion data and digital manipulation. In a dance translation that involves the choreography for Kate Bush’s song, “Wuthering Heights,” a Microsoft Kinect, and the freeware interface MikuMikuDance, created for Japanese virtual idol, Hatsune Miku, dance is revealed to be both rooted in the body and distributed across collective bodies and screens. By relinquishing biometric control, and allowing data to “dance,” this project eschews mimetic realism for an attempt to learn the machine’s “truth,” and proposes failure as a mode of resistance to systems of control, making way for an assemblage of relational bodies that dance within and through one another.
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 | 0.000 | 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