Issue of this STANDATA is authorized by the Chief Building Administrator
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
Historically, firewalls used to subdivide buildings into smaller units have been built using one of two types of construction: masonry block or solid concrete. These materials have been required for firewall construction by the Alberta Building Code since at least 1974. Recently, advances in technology and construction practices have led to the development of proposed firewall assemblies that do not use masonry block or concrete. A provision was added to the Alberta Building Code 2006 in Subsection 3.1.10. that permits the construction of two-hour firewalls using noncombustible materials other than masonry or concrete. Municipalities and the Safety Codes Council have expressed concern as to how a safety codes officer will evaluate a proposed firewall assembly to determine whether it meets the Code requirements. This STANDATA gives guidance to safety codes officers and designers in how to interpret the requirements in Subsection 3.1.10. for firewall assemblies that are constructed of noncombustible materials other than masonry block or concrete. DISCUSSION
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) | 0.001 | 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