Bibliographic record
Abstract
The MS Herald of Free Enterprise was one of three vessels built by Schichan Uterwaser AG, Bremerhaven in 1980 for use on the English Channel for Townsend Thoresen, a company that still operates many marine services across Europe.She was registered at the port of Dover, England and operated as a roll on and roll off ferry.On March 6 th , 1987 she left on a non-routine voyage between Zeebrugge, Belgium and Dover, England.The vessel was laden with 80 crewmembers, approximately 459 passengers, 81 passenger cars and 47 freight vehicles.The vessel was under command of captain David Lewry and started the voyage in fair conditions, leaving the mouth of the harbour at 6:24 pm, the vessel capsized four minutes later.As the vessel accelerated to cruising speed water flowed over the hull's bow and through the open loading gates subsequently causing a free surface effect on the main vehicle deck.The rapid capsizing resulted in at least 193 passengers and 38 crewmembers to perish in the frigid water.However more lives would have been lost if the vessel did not happen to come to rest on a sand bank which prevented a complete capsizing and left it in a ninety degree heeled position.The wreckage was located less than a kilometre from the Belgian coastline enabling rescue crew to react quickly however many passengers who survived initial impact were trapped in the half submerged superstructure and succumbed to hypothermia.Initial reports determined that the catastrophe was a result of human error and a loss of stability suffered in part due to a design defect.Further investigation revealed superstructure design flaws and emergency equipment procedures hampered passenger's evacuation abilities in the vessels half submerged state.The rest of the report will analyze this vessel and the accident, concluding with the recommendations for the future and specific actions from authorities based on factual information.PT-13 Pope P.2 1
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.010 | 0.006 |
| Scholarly communication | 0.013 | 0.009 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.124 | 0.026 |
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".