The Intermarium As a Pivotal Geopolitical Buzzword
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
This article focuses on historical and contemporary connotations of the Intermarium concept—Ukrainian and Polish academic and political thought on how to organize and govern the space between the Baltic and Black seas—employing the ideas of Józef Piłsudski, Józef Beck, Michał Czajkowski (Mykhailo Chaikovs'kyi), Mykhailo Drahomanov, members of the Brotherhood of Saints Cyril and Methodius, and other intellectuals. In this context, it traces Ukraine’s and Poland’s attempts to construct Intermarium-type intergovernmental frameworks in the aftermath of the Cold War. It also examines the current stage of Ukrainian-Polish co-operation—the latter being regarded by Intermarium founding fathers as a vital precondition for this framework to be realized. In this respect, the article considers bilateral advancements in political, economic, cultural, and security spheres. As the emergence of a Ukrainian-Polish institutionalized linchpin is impossible in the contemporary geopolitical architecture, the article proposes that the term “Intermarium” has become ambiguous. If by chance the Intermarium comes into being as a defensive alliance today, it might bring more harm than benefit to the regional security.
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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 | 0.002 | 0.004 |
| 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