Effect of Plastic and Silty Fines on the Behavior of Sand and Variation of Pore Water Pressure Measured at Two Different Ends of a Soil Sample
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Bibliographic record
Abstract
This paper presents the results of an experiential investigation to study the influence of plastic and silty fines on the shear strength and porewater pressure (PWP) generation in Ottawa Sands. In order to have a better understanding of the generation and dissipation of PWP during undrained shearing, a novel PWP measurement system was designed to measure PWP at the center of a triaxial specimen. The percentage of plastic and non-plastic fines within the specimens was varied and the specimens were sheared in an undrained triaxial compression test at a constant small strain rate. Factors influencing the strength and the development of PWP (at center and end of specimens) such as relative density, skeletal void ratio, and the fines content along with their plasticity index were investigated.
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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 | 0.000 |
| 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 it