Grillo and the Vacuum: Understanding the Project of the Five Stars Movement
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
The article investigates the persistence on the political sphere of the peculiar Five Star Movement in Italy. It does so by analyzing how the support base was mobilized on the ground in order to provide important insights on the contemporary Italian (and European) crisis of representation. The 5SM responded to the political vacuum caused by the decline of the traditional mediating role of the Italian party system with another vacuum. The absence of a traditional political plan in favour of a platform whose issues are supposedly decided by the 5SM activists, supported by a complex structure comprehensive of both vertical and horizontal features as well as an original style of communication and an ideology that officially try to capitalize on the participative side of web 2.0, offered the 5SM’s activists the hope of being in control of their future. Such perception made fortunes of the 5SM.
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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 | 0.001 | 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 | 0.002 |
| 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