The Imperial German Navy, 1897 - 1918: Negotiating the nation
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
<p class="p1">This article seeks to analyze the linkages between the Imperial German Navy and Germany’s domestic sphere from the years 1897 to 1918. Prior scholarship has suggested that the expansion of the Imperial German Navy, beginning in 1897, was strongly caused by internal domestic factors. This article disagrees with this assertion, pointing out how international concerns were the main motivating factor. Nonetheless, the paper does accept the general premise that the navy played a strong role in Germany’s domestic sphere. To this end, this article analyzes how, prior to World War One, the navy was built into a national symbol aimed at overcoming the German empire’s regional particularities. This article then bridges a gap in existing scholarship by linking the pre-war symbolic importance of the navy to its experience during the war and the naval revolts that occurred in 1918. In particular, this article argues that the national idea codified in the navy prior to the war was then challenged by the navy’s generally poor experience during the First World War. This contributed to the naval revolts of 1918 which caused a reevaluation of the German nation and toppled the empire.</p>
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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