Bibliographic record
Abstract
Abstract The Italian Republic was created at the close of World War II by the political forces that had taken part in the Resistance, with an explicitly anti-fascist ideological foundation. However, the official commitment to anti-fascism and democracy was belied by the continuing role of neo-fascist parties and organizations in the political system. This role was firstly as a potential alternative source of support for the ruling Christian Democrats, and secondly as the key element of a hidden network ready to use violent and undemocratic means to condition the normal political process. This network moved into action at the height of the “strategy of tension” (1969–80). Analysis of this period leads us to reassess the nature of postwar Italian democracy. In the “Second Republic” (post-1994) Silvio Berlusconi has promoted a revisionist approach to Fascism and the Resistance as part of his own strategy to maintain himself in power, while also espousing a plebiscitarian conception of democracy that presents certain analogies with the methods and style of the Fascist regime.
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.
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 | 0.001 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".