Micromécanique de la rupture dans les milieux granulaires
Bibliographic record
Abstract
/ Ce livre rassemble des contributions internationales sur le thème de la rupture dans les géomatériaux sous l'angle de la micromécanique. L'approche se fait à la fois du point de vue scientifique et aussi à partir des outils et méthodes associés. Au fil des chapitres, les auteurs essaieront de faire ressortir les différentes formes de rupture qui peuvent être rencontrées dans les géomatériaux, en tentant de dégager les conséquences pratiques qui en découlent pour l'ingénieur. Le cas des milieux frottant, avec ou sans phase liquide, sera considéré, pour lequel les mécanismes de glissement et d'ouverture des contacts gouvernent en partie l'apparition de la rupture , l'effet de l'écrasement et de la souplesse des grains sera pris en compte. Enfin, la fissuration au sein des milieux cohérents dans lesquels les grains constituent des inclusions sera traitée dans le cadre de la théorie de l'endommagement.
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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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".