Money, Security, and the Relationships of Trust: Toward an Integrated Understanding of Gorbachev's Role in German Unity
Bibliographic record
Abstract
Constructivist theory has been part of the historiography of the Cold War's end and the unification of Germany since the late 1990s. However, much of the literature on the subject of Gorbachev and German unity interprets events using security and economics as having dictated Soviet policy of the period. This paper discusses Materialist, Realist, and Constructivist theories and their necessary interaction to provide a more thorough analysis of Gorbachev's role in German unity. It argues not only that German Unification was the unforeseen byproduct of Gorbachev's policies meant to revitalize the Soviet economy, but also that German unity was not possible until Gorbachev's economic and security concerns for the USSR's future were allayed. These concerns were not addressed by traditional measures, but through the trust developed between Gorbachev, West German Chancellor Helmut Kohl, and the Federal Republic of Germany. Constructivist theory adds significant dimensions to the existing interpretations of Materialist and Realist theories in explaining how Gorbachev addressed Soviet concerns and policies of reform during the process of German unification where earlier confrontationist policies failed.
 
 Full text available at: https://doi.org/10.22215/rera.v6i1.207
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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 | 0.003 | 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 | 0.002 |
| 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".