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Record W4293336539 · doi:10.25071/2561-5467.611

Grand Admiral Dönitz (1891-1980): A Dramatic Key to the Man behind the Mask

2000· article· en· W4293336539 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Northern Mariner / Le marin du nord · 2000
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Influence and Diplomacy
Canadian institutionsnot available
Fundersnot available
KeywordsKey (lock)ArtHistoryComputer scienceComputer security

Abstract

fetched live from OpenAlex

A turbulent life with its heights and depths, and hard personal blows of fate, has ended," an editor eulogized on Karl Dnitz's death on 24 December 1980. 1 Thus concluded what an astute German observer called "a tragic slice of German history." 2 Dnitz had been Germany's last Grand Admiral, a rank that would never again be used in a German navy. A U-boat skipper in the First World War, Dnitz experienced a stellar rise on through the Second: from captain of the light cruiser Emden in 1934, to U-boat flotilla commander in 1935, to Commander, Submarines (Fiihrerder Uboote/Befehlshaber der Uboote) in 1939, to Supreme Commander of the Navy (Oberbefehlshaber der Marine) in 1943, and finally to Germany's head of state in May 1945. He is variously remembered as the father of "wolfpack tactics" and a master of strategy, as the staunch and wily adversary of the Allies in the Battle of the Atlantic, as a charismatic leader, and as the man who rescued two-and-a-half million German refugees from the clutches of advancing Russian forces. He is also remembered as a war criminal found guilty in the Nuremberg Trials. His life presents an intriguing weave of fact and fiction; its portrayal is a daunting task for any serious biographer. Of course, many portraits of Dnitz survive, both photographic and in prose. 3 Yet a nagging question still remains as to whom this man actually was. By application of dramatic theory, and by analogy with Friedrich Schiller's treatment of an equally ambiguous military leader -General Wallenstein in the Thirty Years' War -I suggest an approach that promises new answers.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.956
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.003

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.

Opus teacher head0.017
GPT teacher head0.268
Teacher spread0.252 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it