Conception, modélisation géométrique et contraintes en CAO : une synthèse
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
RESUME. Les logiciels de CAO ont pour perspective de devenir de veritables outils d’aide a la conception d’objets physiques. Mais la conception preliminaire reste un domaine de recherche largement ouvert. Cet article de synthese s’efforce de montrer qu’une approche par contraintes du processus de conception est incontournable pour atteindre ce but. La conception est vue ici comme un processus cyclique d’elaboration et de satisfaction de contraintes. Le modele conceptuel associe est un modele d’objets geometriques sous contraintes. Il est a plusieurs niveaux et integre des connaissances geometriques et non geometriques. L’article se poursuit par l’expose des differentes approches de la modelisation geometrique : parametrique, variationnelle, par features et declarative. Il se termine par une presentation rapide des methodes de resolution et de decomposition des systemes de contraintes abordees en CAO.
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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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