Daniel Knowles, Yamato: Flagship of the Japanese Imperial Navy by Louis Arthur Norton
Bibliographic record
Abstract
The Yamato and its sister ship, Musashi, were the largest battleships ever created and put to sea during wartime.Neither vessel, however, was employed for the purpose for which it had been designed: to engage and destroy the principally intended targets -American battleships.The two were built in secrecy by the Japanese in late 1937 and 1938 respectively, using sophisticated domestic naval construction.American naval experts repeatedly dismissed accurate information about the two ships that proved the Japanese had mastered innovative technologies.There was widespread assumption in the US Navy that Japanese workmanship was inferior to that of the United States.This was the result of racial and cultural prejudice combined with strict Japanese concealment that thwarted American naval intelligence leading up to the Second World War.In many ways, this makes Knowles's book an international, maritime ghost story.The plans for Yamato were drafted in strictest secrecy and few photographs were taken of the completed vessel, either at anchor or underway.Upon sinking, Yamato's remains lay hidden under 1,120 feet (340 metres) of water until 1985, when her broken hull with its Imperial chrysanthemum bow ornament was discovered.After the war, her blueprints and pictorial documents were destroyed by the defeated Japanese government.Yamato was known as battleship number one and the model of the Yamatoclass.Its keel was laid at the Kure Naval Arsenal on 4 November 1937, and her commissioning occurred on 16 December 1941, just after the Japanese attack on Pearl Harbor.The Asian empire had won a decisive naval victory in the Russo-Japanese war in 1904-1905 by applying the tenets put forth in Captain Alfred Thayer Mahan's The Influence of Sea Power upon History, 1660-1783.Thayer argued that naval dominance was achieved through the employment of a fleet of powerful battleships.The last great battleship clash among these powerful vessels was the 1916 Battle of Jutland near the end of the First World War.The Japanese hierarchy was content to use the old but successful naval engagement playbook.The rise of airpower over heavily armoured battleships was in the development stage shortly after that conflict.United States
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 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 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".