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
The sinking of the Arandora StarJohn decided they should journey home via the United States of America (USA).He wanted to visit his newly married sister Nancy on the West Coast.Cecily did not believe they had enough money to do this and, at the time, nobody was allowed to take more than 10 pounds out of England.John always seemed to live 'a halfpenny or sixpence beyond his income, believing that it would increase, or his financial needs would in some other way be provided for -which always seemed to happen', Cecily observed over the years. 1 They paid for everything in advance and counted on Nancy putting them up, for they had no spare money to stay anywhere else.They obtained a passage on the British Cunard Line's Samaria that left from Liverpool on 29 June 1940, with 788 passengers bound for New York, escorted by a destroyer and a plane.Thirty miles behind them was Blue Star Line's Arandora Star.The two liners travelled in convoy.The fate of the two liners remained indelibly in Cecily's mind.The Arandora Star had been a luxury liner sailing from Southampton in the 1930s with a 400-passenger capacity.When war broke out, it was called up for trooping duties and refitted to carry 1,700 men.On board was a full complement of German and Italian prisoners of war, headed for Canadian internment camps.On the morning of day three, 2 July 1940, passengers on the Samaria noticed the absence of the Arandora Star.They were now off the north-west coast of Ireland, and the ship had last been seen across 1 Cecily, 39.
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 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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