Rear Admiral John Kingwell, CBE, Maritime Strike: The Untold Story of the Royal Navy Task Group off Libya in 2011 by Greg Swinden
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
Reviews 619 numerous and very useful photos, particularly in the Model Products section, results in a breaking up of the text in a way that is sometimes mildly difficult to follow.Not necessarily a shortcoming, but possibly bias from a reviewer who prefers wooden builds over plastics, metal, or resin: the Model Products section represents plastic kits, metal kits, and kits for tabletop gaming in abundance, with only limited discussion of wooden kits.Jang provides a short description of a few of the strengths and weakness of Caldercraft's offering, and a paragraph on Amati's not-yet-released (as of the date of Series 29's printing) Victory model but little else beyond tabular information: 16 wooden kits manufactured by 11 companies are represented by scale, the type of build (solid hull, plank on bulkhead, etc.), with one to four sentences commenting on content, accuracy, materials, and general quality.The emphasis on plastics and metals would be expected in a book covering the ShipCraft series' typical fare of both World Wars or later craft, but it is mildly curious for a period ship.In his introduction to the wooden model segment, the author even comments that one might expect a wooden ship to be modeled in wood.He then cautions the reader that most wooden kits are decorative before discussing ways that various shortcomings can be overcome.Victory: 100-Gun First Rate 1765 is a trove of information invaluable to anyone interested in creating a model of this famous vessel that is true to her built history and correct to the time during which the ship is being represented.Both the Model Products section and the Appearance section offer plenty of guidance to the modeler seeking a high level of accuracy.Whether commenting on the accurateness of the signal flags provided in certain kits meant to depict Nelson's orders, discussing changes to the size of Victory's name on her stern over time, or teasing out in exactly which period it boasted a squared beakhead bulkhead or a rounded bow, this book provides a wealth of details that sticklers for accuracy are sure to appreciate.
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 | 0.003 | 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 | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 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