The particular kindness of friends: ex-Fascists, clientage and the transition to democracy in Italy, 1945–1960
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 some of the social implications of Italy's limited purge of the bureaucracy and Fascist political class following the Second World War. Using the postwar personal correspondence of former Fascist government ministers Giuseppe Bottai (1895–1959) and Dino Alfieri (1886–1966), the article analyses the informal networks that promoted the continued influence of these ex-Fascists with high-ranking bureaucrats and other prominent individuals (such as Pope Paul VI and Aldo Moro). Thanks to the long-standing social practice of the raccomandazione , Bottai and Alfieri maintained their Fascist-era connections well into the postwar period, often serving as intermediaries between ‘ordinary Italians' and governmental, political and cultural elites. Although they no longer held political power, these ex-Fascists represented a class of ‘alternative elites' unassociated with the democratic values of the new Republic.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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