Bibliographic record
Abstract
This paper presents a method for slope stability analysis by finite elements. In this method, a potential slip surface is implemented as interface elements coupled with the soil slope as solid elements. The fundamental theory for this method and the general slice method is discussed. Stress mobilization analysis to bring the potential slip surface to a limit state is carried out by a coupled procedure between the interface elements and the solid elements. In order to couple the slip surface as interface elements and the soil slope as solid elements, the principle of energy stationarity must be satisfied in whole procedure to bring the slip surface from initial static equilibrium state to the limit equilibrium state. The principle of virtual displacement was used for both the slip surface as interface elements and the soil slope as solid elements in this method. The factor of safety for a potential slip surface is defined and discussed when applying the principle of virtual displacement on the slip surface and the soil sliding mass above the slip surface. This paper also presents an analysis case and comparison with the general slice methods.
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How this classification was reachedexpand
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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 | 0.000 |
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 teacher head, 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".