The second Prodi government and Italian foreign policy: New and improved or the same wrapped up differently?
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 examines whether Italian foreign policy has undergone significant and substantial changes under the second Prodi government. The first part identifies the variables affecting continuity and change in a country's foreign policy and addresses the question of the conditions under which one can expect changes as a result of a change in government, and the conditions under which continuity is instead more likely. The second part looks at the second Prodi government's foreign policy on a number of topical issues, most of which were also faced by the Berlusconi government, to see to what extent the Prodi government's approach to foreign policy indeed changed from that of its predecessor. The article concludes that the Prodi government did not change Italian foreign policy in any substantial manner; differences existed only in the way the new government occasionally chose to present and justify its policies publicly.
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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 | 0.000 | 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 | 0.001 | 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