Instytucjonalizacja partnerstw strategicznych. Analiza porównawcza ugruntowanych partnerstw Unii Europejskiej ze Stanami Zjedoczonymi, Japonią i Kanadą
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
Strategic partnerships are nowadays one of the tools most willingly applied in foreign policy. The subject of the presented analysis is the institutionalization process of a strategic partnership understood as the functioning of certain norms and rules in a given relationship (expressed in the founding documents of partnerships) and the regularization of joint bodies and meeting established partners: the United States, Japan, and Canada. The results show that it is possible to identify a pattern of institutionalization process used by the European Union in its relations with strategic partners; they also reveal how great importance contemporary players in the international arena attach to institutionalization processes in their mutual relations. formats. The aim of the article is a comparative analysis of institutional solutions applied in the European Union’s strategic partnerships with its relations with strategic partners; they also reveal how great importance contemporary players in the international arena attach to institutionalization processes in their mutual relations.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 0.005 |
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