Gömülü Esnek Çelik Yapılara Genel Bakış ve Türkiye’deki Uygulamaları Üzerine Örnek İncelemeler
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
Within the scope of this study, the technical characteristics of corrugated steel material, which can be offered as an alternative to conventional culverts, underpasses, overpasses, tunnels, and bridge structures, are explained.The case studies of applied projects are presented.Applying corrugated steel with the conditions established by AASHTO, Swedish Design Method (SDM), and Canadian Highway Bridge Design Code (CHBDC) standards is an alternative to the most widely used engineering structures among the construction structures.The plates produced with the corrugation given to the steel sheet with a thickness between 3-12mm are then galvanized in the factory and the structures mentioned above are assembled and formed on-site.These structures can be used also more specific field applications according to the requirements of the relevant projects.Examples of these applications include avalanche protection, rockfall, ecological bridges, liquid tanks, hangars, and mine sites.As a result, it is summarized that the greatest benefits of this solution are that it can be applied on site very quickly compared to reinforced concrete structural elements, it is generally more cost-effective than reinforced concrete, steel is a sustainable material, it is flexible and has a long service life.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.006 |
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