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
La reponse preeminente officielle dans le systeme canonique est la « sentence definitive » (sententia definitiva). Par cette sentence, le juge presente le probleme, releve les normes et la jurisprudence pertinentes et formule une conclusion. Dans le ius vigens, les deux parties possedent le droit a une divulgation complete de la sentence. La publication de la sentence est le moyen ordinaire pour respecter ce droit. L'A. observe que la publication de la sentence peut etre consideree sous plusieurs angles, tels les droits, les obligations ou les effets juridiques. Ces perspectives differentes sont examinees a la lumiere du droit de defense. L'article se divise en trois sections: 1) une vue d'ensemble de la tradition canonique gouvernant la publication de la sentence; 2) une etude du ius vigens; et 3) une synthese de la jurisprudence pertinente sur la publication de la sentence et les divers modi de publication.
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 | 0.002 | 0.002 |
| 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