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
Cette lettre, adressée à un·ex créaturex prenant la forme d’une chimère humaine regroupant les pensées et connaissances de personnes qui nous inspirent et accompagnent, retrace les expériences, affects et enjeux liés à notre premier semestre d’enseignement du cours intitulé DRAG(U.E.) : performativité de l’environnement construit. Questionner les normes de domination de nos espaces de vie et d’apprentissage à travers des perspectives féministes, queer et dé/post-coloniales au sein d’une institution où elles en sont absentes soulève des doutes, des risques, et souvent de la colère. Cette lettre questionne donc aussi la fragilité et les limites de nos pratiques résistantes dans les espaces académiques, tout en rendant visible leurs nécessités et leurs forces, ainsi que les solidarités qui s’y créent et qui se répandent.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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