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
El dossier indaga en torno a las configuraciones de lo sensible en el mundo contemporáneo. La percepeción del mundo y de nosotros mismos no es natural, neutra o pura. Siempre está construida a partir de unconjunto de reglas que definen lo que llamamos un “ritual de la percepción”. En este sentido, los agenciamientos sociales son, en primer lugar, agenciamientos de lo sensible. Las reglas que operan en la configuración de la sensibilidad pueden tener dos devenires: un devenir técnico y otro artístico. A partir del siglo XX, el agenciamiento de producción de sensibilidad opera a través bioinformatización, mediante cálculos algorítmico digitales. Los textos que se presentan a continuación intentan una reflexión crítica que pone de relieve los alcances de esta mutación, tomando como eje conductor la cuestión del arte.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.005 |
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