Political Posters, the Soviet Enlightenment and the Construction of a Learning Society, 1917-1928
Bibliographic record
Abstract
This paper explores the construction of a Soviet learning society represented in Soviet political posters during the first decade after the 1917 Socialist Revolution. The theoretical framework is based on studies of learning societies, lifelong education and learning, Soviet education, and the theory of multiple modernities. We employed a post-structuralist discourse analysis that allowed us to explore verbal and non-verbal poster elements to identify key domains in the construction of the Soviet learning society. Our study identified six main discursive visual and textual messages in political posters as educational devices in the development of the Socialist learning state. Findings show that learning was embedded in broader social, political, economic and cultural practices and took multiple forms. Political posters served multiple functions: they were motivators for learning, learning devices, means to communicate the Soviet party-state agenda, and part of the social-political and cultural curriculum of the learning society to come.
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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 | 0.007 | 0.003 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".