Global Applications of the ASME Boiler & Pressure Vessel Code
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 publication follows the phenomenal success of not only the four editions of the Companion Guide to the ASME Boiler & Pressure Vessel Code published by ASME Press, but also two related updated volumes. Thus, this is the third book that is also a "standalone-publication," addressing Global Applications of the ASME B&PV Code. This book not only updates information of 16 chapters of the third volume of the third edition of the Companion Guide, but has additional 5 chapters selected for their unique features of ASME Boiler and Pressure Vessel Codes used internationally. This book has five parts addressing Global Applications of ASME B&PV Codes and Standards covering: Part 1: North America and Western Europe which includes Canada, France, UK, Belgium, Germany, Spain and Finland in addition to the Pressure Equipment Directive of the European Union Countries. Part 2: Central and Eastern Europe includes Russian, Czech and Slovakian Codes and Hungary. Part 3: South Africa.
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 | 0.001 | 0.000 |
| Research integrity | 0.001 | 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