Ingénierie géometrique des GUTs en théorie des supercordes
Bibliographic record
Abstract
Nous étudions l’ingénierie géométrique des modèles de jauge supersymétriques de type GUT dans le cadre des supercordes type II. Ces constructions ont une interprétation naturelle en terme de la compactification de la théorie-F sur des variétés des Calabi–Yau à quatre dimensions complexes admettant des surfaces de del Pezzo dPk comme des quatre-cycles. Nous présentons entre autres, des modèles locaux de la théorie-F, mettant en jeu des correspondances particulières entre les algèbres de Lie exceptionnelles, les sufaces dPk et les groupes de symétrie de jauge permettant ainsi de générer des modèles supersymétriques N = 1 à quatre dimensions présentant de grands intérêts phénoménologiques. Tout comme nous proposons certaines extensions de ces modèles, potentiellement prometteuses.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".