Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
These days buildings are designed to support life safety performance level.Widespread damage caused by severe earthquakes due to permanent displacements in buildings, requires a great deal of time and effort to rebuild and rehabilitate these buildings.low damage systems classified in the category of inactive control systems are responsible for controlling permanent displacements and distribution of faults in the structure.In these systems, with the help of energy dissipation systems and pre-stressed cables, it is attempted to direct the damages to predetermined locations in the structure.In this paper, the seismic performance of different systems with rocking shear walls using pre-tensioned cables and dampers in the structure is examined with the view of improving the existing structure, and their performance is compared to the conventional use of fixed shear walls.By Using nonlinear dynamics analysis, we will examine various parameters in a twodimensional frame with rocking systems.The results obtained in this study indicate that rocking systems are better suited rather than conventional systems used in terms of performance and other important parameters in structural responses and can be used as an alternative retrofit scheme.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.991 | 0.915 |
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