John Looker, Colin Heywood, and Edmond Smith (eds.), The Levant Voyage of the Blackham Galley (1696-1698): the Sea Journal of John Looker, Ship’s Surgeon by Caroline Finkel
Bibliographic record
Abstract
Reviews 629 general design, protection, machinery, armament, and complement of these warships and their role within the navy by means of technical specifications and photos of each variant of the class discussed.For those looking for a technical reference this provides an excellent entry point, illustrating how these ships were built without getting thoroughly absorbed in the construction and function of each individual system.Those already familiar with the engineering and construction principles involved in warship design will remain interested, while newcomers will find the detailed presentation a useful and comfortable introduction.What is not included in this work is a detailed examination of the various ships' career histories, especially the battles they participated in during the Second World War.There is a brief description of each ship, along with its construction timeline, but the summary of each ship and its wartime role constitutes a brief paragraph at best.Though thin on operational details, the descriptions do encourage curious readers to research individual battles and engagements, and examine the contribution that these ships made to Japan's role in the Second World War and when and how each ship was either lost or disposed of at the end of the war.Each ship is extensively photographed, offering readers an opportunity to appreciate the final product visually.Students of warship design will find a great deal of useful information here, even though there is not much new or novel research involved for those of a more academic interest.While endnotes are provided for each chapter, there is neither an index or a bibliography.Although endnotes do reference additional reading, that information might better have been consolidated into a selected bibliography.In fact, the notes themselves need more clarification to make them useful academic resources.As a technical analysis, however, the work fulfills its role in describing the technical design and construction of Fubuki-class destroyers.Certainly, students unfamiliar with warship design, and particularly Japanese warships, will find this book a valuable introduction and explanation of the subject.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.035 | 0.027 |
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".