Alla ricerca del modello sociale europeo. Il contributo del Rapporto Monti e del Programma Europa 2020
Bibliographic record
Abstract
Lo scritto analizza le modifiche in atto nell’Unione europea in virtù dell’esplicita inclusione nel Trattato di Lisbona del concetto di economia sociale di mercato. Esso analizza l’armonizzazione legislativa in corso e il “cemento” fornito dai principi generali creati dalla Corte di Giustizia (sentenze Viking, Laval, Ruffert). Esso si sofferma infine sul coordinamento delle riforme dei sistemi sociali e dello sviluppo economico degli Stati membri, suggerito sia nel Rapporto “Una nuova strategia per il mercato unico“ (cd. Rapporto Monti), che propone alcune possibili azioni in materia di libera circolazione dei lavoratori, servizi sociali d’interesse generale, appalti pubblici, politiche industriali, coordinamento delle politiche fiscali e politica regionale, sia nella nuova strategia “Europa 2020”, che promuove una crescita intelligente, sostenibile ed inclusiva.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.025 | 0.004 |
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 source (direct Gemma or distilled Codex), 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".