Michael G. Welham, Combat Divers: An Illustrated History of Special Forces Divers by Chris Madsen
Bibliographic record
Abstract
The Northern Mariner / Le marin du nord port cities, which were vital in providing supplies to the armies in the region.The invasion of North Africa, the defense of Malta, the invasion of Italy and the invasion of Southern France are discussed in chronological order.Here Walter's work comes into its own.Along with such well-known components of the Mediterranean war as the defense of Malta, Operation Torch, and the invasion of Italy, the author includes lesser known aspects of the conflict such as Operation Dragoon, and the conduct of the Italian Navy in the theatre.Finally, he describes how the war in the Mediterranean evolved, gradually becoming less critical when compared to other "hot spots" as the fighting moved into continental Europe, and eventually the Pacific.Walter focuses on campaigns and events, rather than technical details of ships and weapons.He provides a broad overview of events, touching only briefly on the relative strengths and weaknesses of Royal Navy warships compared to their Italian counterparts.The role of land-based aircraft in the Mediterranean is conspicuously absent, despite their importance to the overall campaign.Nor does Walter devote much space to major actions in the Eastern Mediterranean whose ports and harbors were critical to the region.Those looking for a general reference to the Second World War in the Mediterranean will find Walter's book extremely useful, whether they are familiar with the conflict or not.While he does not discuss any single operation or battle in extensive depth, he does mention most, if not all the major battles and operations that occurred there.His work is thoroughly referenced with a variety of both primary and secondary sources.Furthermore, he includes three separate indexes, for people, ships, and operations in the region, allowing readers to find information about any specific ships, events, or people discussed.The author puts all the major events and people into context and explains how various actions or inactions played out during the war.Walter's book offers readers a general introduction to the Second World War in the Mediterranean and a solid basis for further examination of the war on a regional or international scale.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.026 | 0.005 |
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".