Appropriating the “Wild North”: The Image of Canada and Its Exploitation in German Children’s Literature
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
Based on a longitudinal study of images of Canada in German children’s literature, Martina Seifert traces the genesis, development, and appropriations of German heteroimages of Canada in the context of historically changing autoimages. Focusing on texts from three periods of German history—the Weimar Republic, National Socialism, and the postwar era—she explores the construction of Canada as a desperately needed counterimage, which was functionalized according to the changing needs, self-images, and ideologies of the producing culture. The chapter draws attention to the immense variety of appropriations that national images can be subjected to—Canada appears as an adventure playground, a trial battlefield for the Aryan race, and an ecological and spiritual refuge—while also offering insights into the striking solidity and perpetuity that heteroimages can acquire even within entirely divergent sociopolitical systems.
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 | 0.000 | 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 | 0.000 |
| 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