Bibliographic record
Abstract
Antarctic Chieftain was en route to Port Louis, Mauritius. At 0850, a fire alarm for the engine room was activated. Two crew entered with breathing apparatus and extinguished a small fire, near the burner for the boiler, with a dry powder extinguisher. Fuel shut offs were activated as a precaution and the ship blacked out. The area and machinery were checked and at 0950 the vessel was underway. 13/08/2015 MA201500106 12:55 UTC+10 No Port of Brisbane Trans Future 6 IMO No 9326081 Contact On final approach to the berth vessels starboard quarter sheered towards the berth. The vessels quarter overhung the wharf and contacted the concrete wharf edge. Minor scrapes on vessels quarter and minor damage to concrete wharf edge were noted Note: For the purpose of subsection 49(2) of the Transport Safety Investigation Act 2003 (TSI Act) any On-Board Recordings (OBR) relating to a matter that the ATSB has decided not to investigate, as identified in this publication, are not to be treated as OBR on and after the date of publication of this weekly summary. Section 48 of the TSI Act contains a definition of an OBR. The voice component of a Voyage Data Recorder normally meets the requirements of an OBR.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.358 | 0.213 |
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 source (direct Gemma or distilled Codex), 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".