Design and nonlinear time history analysis of a multi-story building with concrete filled composite columns and steel beams
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
Bu çalışma, taşıyıcı sistemini beton dolgulu kompozit kolonlar ile çelik kirişler içeren süneklik düzeyi yüksek moment aktaran çerçevelerin oluşturduğu çok katlı bir binanın, Çelik Yapıların Tasarım, Hesap ve Yapım Esaslarına Dair Yönetmelik 2016 (ÇYTHYE 2016) ile Türkiye Bina Deprem Yönetmeliği 2018 (TBDY 2018) esaslarına uygun olarak tasarımını ve zaman tanım alanında doğrusal olmayan dinamik analizleri ile bu analizler sonunda elde edilen sonuçların tartışılmasını kapsamaktadır
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 | 0.001 |
| 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