Technology and Perception in Alfred Andersch's Early Poetry and Prose
Bibliographic record
Abstract
Seit der Erfindung der Maschine, der listigsten aller Waffen gegen die Natur, die überhaupt möglich ist, haben Unternehmer und Erfinder die Zahl der Hände, deren sie bedürfen, im wesentlichen auf deren Herstellung verwendet. Die Arbeit der Maschine wird von der anorganischen Kraft geleistet, der Spannkraft von Dampf oder Gas, der Elektrizität und der Wärme, die aus oder durch Kohle, Erdöl und Wasser befreit werden. Aber damit ist die seelische Spannung zwischen Führern und Geführten gefährlich gewachsen. Man versteht einander nicht mehr. (Spengler 51)
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How this classification was reachedexpand
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 | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".