Effect Location of Vertical Drain on Seepage and Stability in Homogenous Earth Dams
Bibliographic record
Abstract
Embankment seepage occurs when water infiltrates through the soil or embankment body and flows along its path of least resistance.This can be detrimental to the stability of the embankment as it can lead to erosion, soil liquefaction, and ultimately, failure.The phenomenon of water infiltration is evolving and it can jeopardize the durability or stability of these structures and consequently the safety of the public.The research paper focuses on studying the seepage through a homogenous earth dam constructed on an impervious foundation using the numerical model SEEP/W.The main objective is to investigate the impact of the vertical drain's location on the stability and total seepage discharge across the dam's cross section.The model considers various scenarios involving different heights, positions, and upstream water heads for the vertical drain.The study findings suggest that the height of the drain has a more significant influence on the overall flow rate of infiltration compared to its position.
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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 | 0.001 | 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 | 0.000 |
| 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 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".