Schematic Study of Hangtian Science and Technology Square Outrigger in Strengthened Stories
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
Feasibility and superiority of buckling restrained brace ( BRB) used as outrigger in high-rise building with frame-core tube are discussed,based on an actual project in Shenzhen. Ordinary brace case,in which it is used as web members of strengthened story truss,and BRB case are compared,including dynamic characteristic of the entire structure,inter-story drift when subject to frequent earthquakes,and base shear force under rare earthquakes. Results show that the sections of BRBs are smaller than those of ordinary braces under normal service state. It is useful for BRB to enhance stiffness and alleviate abrupt change of story stiffness. BRB will yield and dissipate cumulative hysteretic energy under rare earthquakes,it also helps to reduce earthquake action of the entire building and protect other important members from being damaged. BRB strengthened story is able to enhance stiffness and shear capacity while eliminates sudden stiffness change at the same time.
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 | 0.001 | 0.002 |
| 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