Application of Soil-Foundation-Pile Interaction Design Method for Strengthening Foundations of St. John's Church in Tartu, Estonia Using Sustainable Manual Calculation
Why this work is in the frame
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Bibliographic record
Abstract
This article presents a developed design method applied in an actual structure (St John's Church, Tartu, Estonia) during the process of extensive underpinning. The article focuses on a practical theory of how to implement soil-foundation-pile interaction using pretested, end-jacked piles and how to design a strip foundation using only one method based on ultimate limit state (ULS) and serviceability limit state (SLS).The method takes the following into account as geotechnical requirements: contact pressure, total settlement and angular distortions. As far as structural requirements are concerned, the method considers admissible plastic rotations, end movements due to displacement angle, as well as control of cracking.
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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