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
This article discusses recent updates to standard codes for elevator safety and operation. This article gives a look at today’s ASME A17.1-2010/CSA B44-10, Safety Code for Elevators and Escalators. The standard jointly developed by ASME and the Canadian Standards Association shows how the original 1921 safety code has developed through the years. It now includes requirements for escalators and moving walkways as well as software and hardware requirements that did not exist 90 years ago. A group of organizations spearheaded by ASME held a symposium in December 2010 to look into elevator use during high-rise evacuations, which was a continuation of the earlier work started after 2001. Committee members spoke to experts on human factors and human conditioning when writing the requirements. The new provisions may better serve designers, manufacturers, contractors, and operators of wind turbine tower elevators by providing added confidence and consistency in the design and operation of such equipment, according to an ASME statement.
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) | 0.000 | 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