Structural design of retractable roof structures
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
Part I - State-of -the-Art Report on Retractable Roof Structures Outline of Retractable Roof Structures Architectural Considerations Considerations in Structural Design Driving Mechanism Retractable Membrane Roof Structures List of Retractable Roofs. Part II - Guidelines for Structural Design of Retractable Roof Structures General Considerations in Architectural Planning Structural Scheme Loads and External Forces Structural Materials and Safety Factors Roof Structure, Supporting Structure and Base Structure Driving Mechanism Membrane Structures/Cable Structures Maintenance, Management and Operation Plan. Part III - Examples of Retractable Roof Structures Toronto Sky Dome (Canada) Gerry Weber Stadion (Germany) Pusan Dome (Korea) Amsterdam Arena (The Netherlands) Fukuoka Dome (Japan) Ocean Dome (Japan) Mukogawa Gakuin School Pool (Japan) Ariake Colosseum (Japan) Komatsu Dome (Japan) Ball Dome Skill Training Center Gymnasium (Japan) Yokote Dome Theater (Japan).
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) | 0.001 | 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