Preparing for Victory: Heinrich Hunke, the Nazi<i>Werberat</i>, and West German Prosperity
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
When we think about the Third Reich, the first images that come to mind are not those associated with buying and selling. Though an increasing number of studies have appeared on consumer habits and policies toward consumers, the literature on the Nazi period has been dominated by a focus on production, specifically war production. For every study of the consumer economy, there have been dozens on the Four-Year Plan, the use of foreign and slave labor, and heavy industry. In recent years a number of historians have begun to question this imbalance. Hartmut Berghoff and Wolfgang Koenig have argued that the regime encouraged “virtual consumption” through images of a future postwar era of peace and prosperity: the people's car, the people's refrigerator, and other products that would be available to all once victory had been achieved. Nancy Reagin and Irene Guenther have provided compelling material on the responses of female consumers to the decreasing availability of many household items, starting with the introduction of the autarkic Four-Year Plan. Nonetheless, this recent wave of interest in issues of consumption has tended to concentrate on the prewar years of the regime; after 1939, most historians merely emphasize the growing shortage of goods as the war dragged on. One exception is Goetz Aly, who has maintained that allegiance to the regime was secured through the dissemination of goods stolen from Jews and the occupied territories. But his arguments have not convinced everyone, and his focus on the distribution of goods merely as a means of generating political support says little about how it fit in with wider patterns of consumer expectations and long-term economic thinking.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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