Bibliographic record
Abstract
Both the “Royal Commission on the Sinking of the Ocean Ranger ” and the Piper Alpha Inquiry recommended that improvements be made to escape, evacuation and rescue (EER) systems employed on offshore petroleum facilities. The respective methodolo-gies suggested for achieving these was by both the development of “performance stan-dards ” and the utilization of “goal-setting regulations”. A system now exists which meets the recommendations of both public inquiries. Following an extensive series of model testing at the Institute of Marine Dynamics in St. John’s, a full operating system was installed at the Humberside Offshore Training Asso-ciation (HOTA) located in Kingston-upon- Hull, United Kingdom. A total of 267 trials with resulting data gave evidence to the effective availability of this unique system. A second system of a more advanced configuration is currently undergoing extensive trials in seas up to and including Beaufort 8. Located in Portugal Cove, Newfoundland, Canada, launches will, also, be made onto a combination of 1st year and multi-year ice, which is present in early spring.
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.
How this classification was reachedexpand
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 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".